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计算机 人工智能 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 28

Semi-supervised local feature selection for data classification
Li, Zechao; Tang, Jinhui
Sci China Inf Sci, 2021, 64(9): 192108
Keywords: local feature selection; label-specific feature; semi-supervised learning; data classification; discriminative feature
Cite as: Li Z C, Tang J H. Semi-supervised local feature selection for data classification. Sci China Inf Sci, 2021, 64(9): 192108, doi: 10.1007/s11432-020-3063-0

Special Focus on Weakly Supervised Learning
计算机 人工智能 RESEARCH PAPER Video Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 21

Crowdsourcing aggregation with deep Bayesian learning
Li, Shao-Yuan; Huang, Sheng-Jun; Chen, Songcan
Sci China Inf Sci, 2021, 64(3): 130104
Keywords: crowdsourcing; classification; fully bayesian deep generative models; natural gradient; stochastic variational inference
Cite as: Li S-Y, Huang S-J, Chen S C. Crowdsourcing aggregation with deep Bayesian learning. Sci China Inf Sci, 2021, 64(3): 130104, doi: 10.1007/s11432-020-3118-7

计算机 人工智能 PERSPECTIVE Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 20

Why over-parameterization of deep neural networks does not overfit?
Zhou, Zhi-Hua
Sci China Inf Sci, 2021, 64(1): 116101
Keywords: deep neural networks; perspective; ai; over-parameterization; machine learning
Cite as: Zhou Z-H. Why over-parameterization of deep neural networks does not overfit?. Sci China Inf Sci, 2021, 64(1): 116101, doi: 10.1007/s11432-020-2885-6

Special Focus on Weakly Supervised Learning
计算机 人工智能 RESEARCH PAPER Video Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 18

Deep graph cut network for weakly-supervised semantic segmentation
Feng, Jiapei; Wang, Xinggang; Liu, Wenyu
Sci China Inf Sci, 2021, 64(3): 130105
Keywords: semantic segmentation; weakly-supervised learning; semi-supervised learning; graph cut
Cite as: Feng J P, Wang X G, Liu W Y. Deep graph cut network for weakly-supervised semantic segmentation. Sci China Inf Sci, 2021, 64(3): 130105, doi: 10.1007/s11432-020-3065-4

Special Focus on Weakly Supervised Learning
计算机 人工智能 RESEARCH PAPER Video Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 17

Learning from group supervision: the impact of supervision deficiency on multi-label learning
Xu, Miao; Guo, Lan-Zhe
Sci China Inf Sci, 2021, 64(3): 130101
Keywords: multi-label learning; weakly supervised leaning; weakly supervised multi-label learning; query strategy; group supervision
Cite as: Xu M, Guo L-Z. Learning from group supervision: the impact of supervision deficiency on multi-label learning. Sci China Inf Sci, 2021, 64(3): 130101, doi: 10.1007/s11432-020-3132-4

Special Focus on Weakly Supervised Learning
计算机 人工智能 RESEARCH PAPER Video Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 13

Few-shot text classification by leveraging bi-directional attention and cross-class knowledge
Pang, Ning; Zhao, Xiang; Wang, Wei; Xiao, Weidong; Guo, Deke
Sci China Inf Sci, 2021, 64(3): 130103
Keywords: text classification; meta-learning; few-shot learning; bi-directional attention; cross-class knowledge
Cite as: Pang N, Zhao X, Wang W, et al. Few-shot text classification by leveraging bi-directional attention and cross-class knowledge. Sci China Inf Sci, 2021, 64(3): 130103, doi: 10.1007/s11432-020-3055-1

计算机 人工智能 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 13

A clustering-based flexible weighting method in AdaBoost and its application to transaction fraud detection
Yang, Chaofan; Liu, Guanjun; Yan, Chungang; Jiang, Changjun
Sci China Inf Sci, 2021, 64(12): 222101
Keywords: ensemble learning; adaboost; clustering; misclassification degree; transaction fraud detection
Cite as: Yang C F, Liu G J, Yan C G, et al. A clustering-based flexible weighting method in AdaBoost and its application to transaction fraud detection. Sci China Inf Sci, 2021, 64(12): 222101, doi: 10.1007/s11432-019-2739-2

计算机 人工智能 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 12

RGA-CNNs: convolutional neural networks based on reduced geometric algebra
Wang, Rui; Shen, Miaomiao; Wang, Xiangyang; Cao, Wenming
Sci China Inf Sci, 2021, 64(2): 129101
Keywords: convolutional neural networks; cnns; reduced geometric algebra; rga; multivectors; learning algorithm; multi-dimensional data
Cite as: Wang R, Shen M M, Wang X Y, et al. RGA-CNNs: convolutional neural networks based on reduced geometric algebra. Sci China Inf Sci, 2021, 64(2): 129101, doi: 10.1007/s11432-018-1513-5

Special Focus on Weakly Supervised Learning
计算机 人工智能 RESEARCH PAPER Video Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 12

Deep multiple instance selection
Li, Xin-Chun; Zhan, De-Chuan; Yang, Jia-Qi; Shi, Yi
Sci China Inf Sci, 2021, 64(3): 130102
Keywords: multiple instance learning; instance selection; gumbel softmax; variance normalization; hard attention
Cite as: Li X-C, Zhan D-C, Yang J-Q, et al. Deep multiple instance selection. Sci China Inf Sci, 2021, 64(3): 130102, doi: 10.1007/s11432-020-3117-3

计算机 人工智能 PERSPECTIVE Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 12

Future vehicles: interactive wheeled robots
Ma, Nan; Li, Deyi; He, Wen; Deng, Yue; Li, Jiahong; Gao, Yue; Bao, Hong; Zhang, Huan; Xu, Xinkai; Liu, Yuansheng; Wu, Zhixuan; Chen, Li
Sci China Inf Sci, 2021, 64(5): 156101
Keywords: interactive cognition; evolution growth; wheeled robots; prior knowledge; driving skills
Cite as: Ma N, Li D Y, He W, et al. Future vehicles: interactive wheeled robots. Sci China Inf Sci, 2021, 64(5): 156101, doi: 10.1007/s11432-020-3171-4

计算机 人工智能 REVIEW Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 12

Toward the third generation artificial intelligence
Zhang, Bo; Zhu, Jun; Su, Hang
Sci China Inf Sci, 2023, 66(2): 121101
Keywords: artificial intelligence; symbolism; connectionism; dual-space model; single-space model; triple-space model
Cite as: Zhang B, Zhu J, Su H. Toward the third generation artificial intelligence. Sci China Inf Sci, 2023, 66(2): 121101, doi: 10.1007/s11432-021-3449-x

计算机 人工智能 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 11

Unsupervised feature selection via multiple graph fusion and feature weight learning
Tang, Chang; Zheng, Xiao; Zhang, Wei; Liu, Xinwang; Zhu, Xinzhong; Zhu, En
Sci China Inf Sci, 2023, 66(5): 152101
Keywords: unsupervised feature selection; graph fusion; feature weight learning; local structure preservation
Cite as: Tang C, Zheng X, Zhang W, et al. Unsupervised feature selection via multiple graph fusion and feature weight learning. Sci China Inf Sci, 2023, 66(5): 152101, doi: 10.1007/s11432-022-3579-1

计算机 人工智能 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 9

Syntax-guided text generation via graph neural network
Guo, Qipeng; Qiu, Xipeng; Xue, Xiangyang; Zhang, Zheng
Sci China Inf Sci, 2021, 64(5): 152102
Keywords: text generation; deep learning; graph neural network; dependency parsing
Cite as: Guo Q P, Qiu X P, Xue X Y, et al. Syntax-guided text generation via graph neural network. Sci China Inf Sci, 2021, 64(5): 152102, doi: 10.1007/s11432-019-2740-1

计算机 人工智能 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 8

Robust encoder-decoder learning framework for offline handwritten mathematical expression recognition based on a multi-scale deep neural network
Shan, Guangcun; Wang, Hongyu; Liang, Wei; Chen, Kai
Sci China Inf Sci, 2021, 64(3): 139101
Keywords: encoder-decoder; multi-scale; attention; handwritten mathematical expression recognition; attention recurrent neural network; dense network
Cite as: Shan G C, Wang H Y, Liang W, et al. Robust encoder-decoder learning framework for offline handwritten mathematical expression recognition based on a multi-scale deep neural network. Sci China Inf Sci, 2021, 64(3): 139101, doi: 10.1007/s11432-018-9824-9

计算机 人工智能 PERSPECTIVE Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 6

Geometric deep learning: progress, applications and challenges
Cao, Wenming; Zheng, Canta; Yan, Zhiyue; Xie, Weixin
Sci China Inf Sci, 2022, 65(2): 126101
Keywords: geometric deep learning; manifold deep learning; cnn; graph convolutional neural networks; high-dimensional information
Cite as: Cao W M, Zheng C T, Yan Z Y, et al. Geometric deep learning: progress, applications and challenges. Sci China Inf Sci, 2022, 65(2): 126101, doi: 10.1007/s11432-020-3210-2

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On the convergence and improvement of stochastic normalized gradient descent
Zhao, Shen-Yi; Xie, Yin-Peng; Li, Wu-Jun
Sci China Inf Sci, 2021, 64(3): 132103
Keywords: non-convex problems; stochastic normalized gradient descent; computation complexity
Cite as: Zhao S-Y, Xie Y-P, Li W-J. On the convergence and improvement of stochastic normalized gradient descent. Sci China Inf Sci, 2021, 64(3): 132103, doi: 10.1007/s11432-020-3023-7

计算机 人工智能 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 5

Differential identifiability clustering algorithms for big data analysis
Shang, Tao; Zhao, Zheng; Ren, Xujie; Liu, Jianwei
Sci China Inf Sci, 2021, 64(5): 152101
Keywords: differential identifiability; differential privacy; k-means; k-prototypes; big data
Cite as: Shang T, Zhao Z, Ren X J, et al. Differential identifiability clustering algorithms for big data analysis. Sci China Inf Sci, 2021, 64(5): 152101, doi: 10.1007/s11432-020-2910-1

计算机 人工智能 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 5

EAT-NAS: elastic architecture transfer for accelerating large-scale neural architecture search
Fang, Jiemin; Chen, Yukang; Zhang, Xinbang; Zhang, Qian; Huang, Chang; Meng, Gaofeng; Liu, Wenyu; Wang, Xinggang
Sci China Inf Sci, 2021, 64(9): 192106
Keywords: architecture transfer; neural architecture search; evolutionary algorithm; large-scale dataset
Cite as: Fang J M, Chen Y K, Zhang X B, et al. EAT-NAS: elastic architecture transfer for accelerating large-scale neural architecture search. Sci China Inf Sci, 2021, 64(9): 192106, doi: 10.1007/s11432-020-3112-8

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Large scale air pollution prediction with deep convolutional networks
Huang, Gao; Ge, Chunjiang; Xiong, Tianyu; Song, Shiji; Yang, Le; Liu, Baoxian; Yin, Wenjun; Wu, Cheng
Sci China Inf Sci, 2021, 64(9): 192107
Keywords: air pollution prediction; artificial intelligence; convolutional neural network
Cite as: Huang G, Ge C J, Xiong T Y, et al. Large scale air pollution prediction with deep convolutional networks. Sci China Inf Sci, 2021, 64(9): 192107, doi: 10.1007/s11432-020-2951-1

计算机 人工智能 LETTER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 4

Tensor restricted isometry property analysis for a large class of random measurement ensembles
Zhang, Feng; Wang, Wendong; Hou, Jingyao; Wang, Jianjun; Huang, Jianwen
Sci China Inf Sci, 2021, 64(1): 119101
Keywords: compressed sensing; low rank tensor recovery; tensor restricted isometry property; machine learning; tensor sparsity
Cite as: Zhang F, Wang W D, Hou J Y, et al. Tensor restricted isometry property analysis for a large class of random measurement ensembles. Sci China Inf Sci, 2021, 64(1): 119101, doi: 10.1007/s11432-019-2717-4

计算机 人工智能 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 4

Dual-axial self-attention network for text classification
Zhang, Xiaochuan; Qiu, Xipeng; Pang, Jianmin; Liu, Fudong; Li, Xingwei
Sci China Inf Sci, 2021, 64(12): 222102
Keywords: text classification; dual-axial self-attention; feature-axial dependency
Cite as: Zhang X C, Qiu X P, Pang J M, et al. Dual-axial self-attention network for text classification. Sci China Inf Sci, 2021, 64(12): 222102, doi: 10.1007/s11432-019-2744-2

计算机 人工智能 LETTER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 3

SPAR: set-based piecewise aggregate representation for time series anomaly detection
Zhan, Peng; Hu, Yupeng; Chen, Lin; Luo, Wei; Li, Xueqing
Sci China Inf Sci, 2021, 64(4): 149101
Keywords: time series; multi-domain; representation; anomaly detection; data mining
Cite as: Zhan P, Hu Y P, Chen L, et al. SPAR: set-based piecewise aggregate representation for time series anomaly detection. Sci China Inf Sci, 2021, 64(4): 149101, doi: 10.1007/s11432-020-3021-6

计算机 人工智能 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 3

Real-time bottleneck matching in spatial crowdsourcing
Li, Long; Wang, Lingling; Lv, Weifeng
Sci China Inf Sci, 2021, 64(8): 189101
Keywords: spatial crowdsourcing; online bottleneck matching; competitive ratio analysis; task assignment; online bipartite matching
Cite as: Li L, Wang L L, Lv W F. Real-time bottleneck matching in spatial crowdsourcing. Sci China Inf Sci, 2021, 64(8): 189101, doi: 10.1007/s11432-019-3061-x

Special Focus on Theory and Applications of Models of Computation
计算机 人工智能 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 3

On book thickness parameterized by the vertex cover number
Liu, Yunlong; Chen, Jie; Huang, Jingui
Sci China Inf Sci, 2022, 65(4): 140603
Keywords: book thickness; vertex cover number; linear order; 1-page embedding graph; kernel
Cite as: Liu Y L, Chen J, Huang J G. On book thickness parameterized by the vertex cover number. Sci China Inf Sci, 2022, 65(4): 140603, doi: 10.1007/s11432-021-3405-x

计算机 人工智能 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 3

Deepwalk-aware graph convolutional networks
Jin, Taisong; Dai, Huaqiang; Cao, Liujuan; Zhang, Baochang; Huang, Feiyue; Gao, Yue; Ji, Rongrong
Sci China Inf Sci, 2022, 65(5): 152104
Keywords: graph; convolutional networks; global information; fusion; node classification
Cite as: Jin T S, Dai H Q, Cao L J, et al. Deepwalk-aware graph convolutional networks. Sci China Inf Sci, 2022, 65(5): 152104, doi: 10.1007/s11432-020-3318-5

计算机 人工智能 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 3

Learning from crowds with robust support vector machines
Yang, Wenjun; Li, Chaoqun; Jiang, Liangxiao
Sci China Inf Sci, 2023, 66(3): 132103
Keywords: vector machines crowdsourcing learning; ground truth inference; integrated labels; label noise; robust support
Cite as: Yang W J, Li C Q, Jiang L X. Learning from crowds with robust support vector machines. Sci China Inf Sci, 2023, 66(3): 132103, doi: 10.1007/s11432-020-3067-8

计算机 人工智能 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 2

Accelerated value iteration via Anderson mixing
Li, Yujun
Sci China Inf Sci, 2021, 64(12): 222105
Keywords: reinforcement learning; q-learning; value iteration; anderson acceleration; deep neural networks
Cite as: Li Y J. Accelerated value iteration via Anderson mixing. Sci China Inf Sci, 2021, 64(12): 222105, doi: 10.1007/s11432-019-2889-x

Special Focus on Theory and Applications of Models of Computation
计算机 人工智能 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 2

An approximation algorithm for lower-bounded k-median with constant factor
Wu, Xiaoliang; Shi, Feng; Guo, Yutian; Zhang, Zhen; Huang, Junyu; Wang, Jianxin
Sci China Inf Sci, 2022, 65(4): 140601
Keywords: approximation algorithm; k-median; lower-bounded k-median
Cite as: Wu X L, Shi F, Guo Y T, et al. An approximation algorithm for lower-bounded k-median with constant factor. Sci China Inf Sci, 2022, 65(4): 140601, doi: 10.1007/s11432-021-3411-7

计算机 人工智能 LETTER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 2

Densely-connected neural networks for aspect term extraction
Chen, Chen; Wang, Houfeng; Zhu, Qingqing; Liu, Junfei
Sci China Inf Sci, 2022, 65(6): 169103
Keywords: aspect term extraction; recurrent neural network; self-attention; densely-connected network; double word embeddings; aspect-based sentiment analysis; deep learning; sequence labeling
Cite as: Chen C, Wang H F, Zhu Q Q, et al. Densely-connected neural networks for aspect term extraction. Sci China Inf Sci, 2022, 65(6): 169103, doi: 10.1007/s11432-019-2775-9

计算机 人工智能 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

Representation learning on textual network with personalized PageRank
Li, Teng; Dou, Yong
Sci China Inf Sci, 2021, 64(11): 212102
Keywords: representation learning; network embedding; pagerank; textual network; personalized pagerank
Cite as: Li T, Dou Y. Representation learning on textual network with personalized PageRank. Sci China Inf Sci, 2021, 64(11): 212102, doi: 10.1007/s11432-020-2934-6

计算机 人工智能 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

Learning dynamics of kernel-based deep neural networks in manifolds
Wu, Wei; Jing, Xiaoyuan; Du, Wencai; Chen, Guoliang
Sci China Inf Sci, 2021, 64(11): 212103
Keywords: learning dynamics; kernel-based convolution; manifolds; control model; network stability
Cite as: Wu W, Jing X Y, Du W C, et al. Learning dynamics of kernel-based deep neural networks in manifolds. Sci China Inf Sci, 2021, 64(11): 212103, doi: 10.1007/s11432-020-3022-3

计算机 人工智能 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

Truthfully coordinating participation routes in informative participatory sensing
Chen, Shaofei; Zhao, Dengji; Zenonos, Alexandros; Chen, Jing; Shen, Lincheng
Sci China Inf Sci, 2021, 64(12): 222106
Keywords: coordinating participation routes, informative participatory sensing, incentive mechanism, computationally efficient
Cite as: Chen S F, Zhao D J, Zenonos A, et al. Truthfully coordinating participation routes in informative participatory sensing. Sci China Inf Sci, 2021, 64(12): 222106, doi: 10.1007/s11432-019-2730-8

Special Focus on Theory and Applications of Models of Computation
计算机 人工智能 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

Regularized two-stage submodular maximization under streaming
Yang, Ruiqi; Xu, Dachuan; Guo, Longkun; Zhang, Dongmei
Sci China Inf Sci, 2022, 65(4): 140602
Keywords: submodular maximization; streaming model; two-stage; threshold technique; approximation algorithms
Cite as: Yang R Q, Xu D C, Guo L K, et al. Regularized two-stage submodular maximization under streaming. Sci China Inf Sci, 2022, 65(4): 140602, doi: 10.1007/s11432-020-3420-9

计算机 人工智能 LETTER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

Example-guided stylized response generation in zero-shot setting
Bai, Guirong; He, Shizhu; Liu, Kang; Zhao, Jun
Sci China Inf Sci, 2022, 65(4): 149103
Keywords: example-guided; style; response generation; low-resource; zero-shot
Cite as: Bai G R, He S Z, Liu K, et al. Example-guided stylized response generation in zero-shot setting. Sci China Inf Sci, 2022, 65(4): 149103, doi: 10.1007/s11432-020-3212-x

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Health care data analysis and visualization using interactive data exploration for sportsperson
Liu, Hao; Zhang, Yang; Lian, Ke; Zhang, Yifei; Sanjuan Martinez, Oscar; Gonzalez Crespo, Ruben
Sci China Inf Sci, 2022, 65(6): 162101
Keywords: artificial intelligence; health monitoring; data visualization; data analysis; athletics
Cite as: Liu H, Zhang Y, Lian K, et al. Health care data analysis and visualization using interactive data exploration for sportsperson. Sci China Inf Sci, 2022, 65(6): 162101, doi: 10.1007/s11432-021-3412-9

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Extending generalized unsupervised manifold alignment
Yin, Xiaoyi; Cui, Zhen; Chang, Hong; Ma, Bingpeng; Shan, Shiguang
Sci China Inf Sci, 2022, 65(7): 172103
Keywords: unsupervised manifold alignment; relaxed integer programming; Frank Wolfe algorithm
Cite as: Yin X Y, Cui Z, Chang H, et al. Extending generalized unsupervised manifold alignment. Sci China Inf Sci, 2022, 65(7): 172103, doi: 10.1007/s11432-019-3019-3

计算机 人工智能 RESEARCH PAPER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

Strongly adaptive online learning over partial intervals
Wan, Yuanyu; Tu, Wei-Wei; Zhang, Lijun
Sci China Inf Sci, 2022, 65(10): 202101
Keywords: online learning; strongly adaptive; changing environments; weighing method; regret bound
Cite as: Wan Y Y, Tu W-W, Zhang L J. Strongly adaptive online learning over partial intervals. Sci China Inf Sci, 2022, 65(10): 202101, doi: 10.1007/s11432-020-3273-9

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Robust model selection for positive and unlabeled learning with constraints
Wei, Tong; Wang, Hai; Tu, Weiwei; Li, Yufeng
Sci China Inf Sci, 2022, 65(11): 212101
Keywords: positive and unlabeled learning; model selection; automated machine learning
Cite as: Wei T, Wang H, Tu W W, et al. Robust model selection for positive and unlabeled learning with constraints. Sci China Inf Sci, 2022, 65(11): 212101, doi: 10.1007/s11432-020-3167-1

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Attribute augmented and weighted naive Bayes
Zhang, Huan; Jiang, Liangxiao; Li, Chaoqun
Sci China Inf Sci, 2022, 65(12): 222101
Keywords: naive Bayes; attribute augmentation; attribute weighting; attribute conditional independence; classification
Cite as: Zhang H, Jiang L X, Li C Q. Attribute augmented and weighted naive Bayes. Sci China Inf Sci, 2022, 65(12): 222101, doi: 10.1007/s11432-020-3277-0

计算机 人工智能 LETTER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

Knowledge transferred adaptive filter pruning for CNN compression and acceleration
Guo, Lihua; Chen, Dawu; Jia, Kui
Sci China Inf Sci, 2022, 65(12): 229101
Keywords: network compression; network acceleration; filter pruning; knowledge transferred learning; knowledge distillation
Cite as: Guo L H, Chen D W, Jia K. Knowledge transferred adaptive filter pruning for CNN compression and acceleration. Sci China Inf Sci, 2022, 65(12): 229101, doi: 10.1007/s11432-020-3162-4

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Design of a prediction system based on the dynamical feed-forward neural network
Guo, Xiaoxiang; Han, Weimin; Ren, Jingli
Sci China Inf Sci, 2023, 66(1): 112102
Keywords: prediction system; phase space reconstruction; topological equivalence; dynamical feed-forward neural network; integer constrained particle swarm optimization algorithm
Cite as: Guo X X, Han W M, Ren J L. Design of a prediction system based on the dynamical feed-forward neural network. Sci China Inf Sci, 2023, 66(1): 112102, doi: 10.1007/s11432-020-3402-9

计算机 人工智能 NEWS & VIEWS Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

PyCIL: a Python toolbox for class-incremental learning
Zhou, Da-Wei; Wang, Fu-Yun; Ye, Han-Jia; Zhan, De-Chuan
Sci China Inf Sci, 2023, 66(9): 197101
Keywords: class-incremental learning; lifelong learning; continual learning; Learnware; open environment; catastrophic forgetting; model reuse
Cite as: Zhou D-W, Wang F-Y, Ye H-J, et al. PyCIL: a Python toolbox for class-incremental learning. Sci China Inf Sci, 2023, 66(9): 197101, doi: 10.1007/s11432-022-3600-y

计算机 人工智能 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Semi-blind compressed sensing via adaptive dictionary learning and one-pass online extension
Ma, Di; Chen, Songcan
Sci China Inf Sci, 2021, 64(9): 199101
Keywords: compressed sensing; blind compressed sensing; semi-blind compressed sensing; adaptive dictionary learning; incremental learning
Cite as: Ma D, Chen S C. Semi-blind compressed sensing via adaptive dictionary learning and one-pass online extension. Sci China Inf Sci, 2021, 64(9): 199101, doi: 10.1007/s11432-019-9945-2

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State and tendency: an empirical study of deep learning question&answer topics on Stack Overflow
Zhao, Henghui; Li, Yanhui; Liu, Fanwei; Xie, Xiaoyuan; Chen, Lin
Sci China Inf Sci, 2021, 64(11): 212105
Keywords: topic model; deep learning; stack overflow; question and answer
Cite as: Zhao H H, Li Y H, Liu F W, et al. State and tendency: an empirical study of deep learning question&answer topics on Stack Overflow. Sci China Inf Sci, 2021, 64(11): 212105, doi: 10.1007/s11432-019-3018-6

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Incomplete multi-view clustering via local and global co-regularization
Liang, Jiye; Liu, Xiaolin; Bai, Liang; Cao, Fuyuan; Wang, Dianhui
Sci China Inf Sci, 2022, 65(5): 152105
Keywords: incompleteness; multi-view clustering; local clustering; global clustering; co-regularization
Cite as: Liang J Y, Liu X L, Bai L, et al. Incomplete multi-view clustering via local and global co-regularization. Sci China Inf Sci, 2022, 65(5): 152105, doi: 10.1007/s11432-020-3369-8

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Unlabeled data driven cost-sensitive inverse projection sparse representation-based classification with 1/2 regularization
Yang, Xiaohui; Wang, Zheng; Sun, Jian; Xu, Zongben
Sci China Inf Sci, 2022, 65(8): 182102
Keywords: unlabeled-data driven; 1/2 regularization; cost-sensitive; inverse projection; sparse representation-based classification
Cite as: Yang X H, Wang Z, Sun J, et al. Unlabeled data driven cost-sensitive inverse projection sparse representation-based classification with 1/2 regularization. Sci China Inf Sci, 2022, 65(8): 182102, doi: 10.1007/s11432-021-3319-4

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Curvature flow learning: algorithm and analysis
Li, Yangyang; Lu, Ruqian
Sci China Inf Sci, 2022, 65(9): 192105
Keywords: metric learning; Riemannian metric; curvature; flow learning; manifold learning
Cite as: Li Y Y, Lu R Q. Curvature flow learning: algorithm and analysis. Sci China Inf Sci, 2022, 65(9): 192105, doi: 10.1007/s11432-020-3068-7

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ZOOpt: a toolbox for derivative-free optimization
Liu, Yu-Ren; Hu, Yi-Qi; Qian, Hong; Qian, Chao; Yu, Yang
Sci China Inf Sci, 2022, 65(10): 207101
Keywords: Derivative-free optimization; Hyper-parameter optimization; Non-convex optimization; Distributed optimization; Software
Cite as: Liu Y-R, Hu Y-Q, Qian H, et al. ZOOpt: a toolbox for derivative-free optimization. Sci China Inf Sci, 2022, 65(10): 207101, doi: 10.1007/s11432-021-3416-y

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Communication-efficient federated continual learning for distributed learning system with Non-IID data
Zhang, Zhao; Zhang, Yong; Guo, Da; Zhao, Shuang; Zhu, Xiaolin
Sci China Inf Sci, 2023, 66(2): 122102
Keywords: distributed learning system; federated learning; continual learning; model compression; error compensation
Cite as: Zhang Z, Zhang Y, Guo D, et al. Communication-efficient federated continual learning for distributed learning system with Non-IID data. Sci China Inf Sci, 2023, 66(2): 122102, doi: 10.1007/s11432-020-3419-4

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Abductive subconcept learning
Han, Zhongyi; Cai, Le-Wen; Dai, Wang-Zhou; Huang, Yu-Xuan; Wei, Benzheng; Wang, Wei; Yin, Yilong
Sci China Inf Sci, 2023, 66(2): 122103
Keywords: abductive learning; subconcept learning; logical reasoning; subconcept set selection; meta-interpretive learning
Cite as: Han Z Y, Cai L-W, Dai W-Z, et al. Abductive subconcept learning. Sci China Inf Sci, 2023, 66(2): 122103, doi: 10.1007/s11432-020-3569-0

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A convergence algorithm for graph co-regularized transfer learning
Yang, Zuyuan; Liang, Naiyao; Li, Zhenni; Xie, Shengli
Sci China Inf Sci, 2023, 66(3): 132104
Keywords: transfer learning; convergence analysis; non-negative matrix factorization; multiplicative update algorithm; optimization
Cite as: Yang Z Y, Liang N Y, Li Z N, et al. A convergence algorithm for graph co-regularized transfer learning. Sci China Inf Sci, 2023, 66(3): 132104, doi: 10.1007/s11432-020-3526-4

计算机 人工智能 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Neural network equivalent model for highly efficient massive data classification
Yu, Siquan; Han, Zhi; Tang, Yandong; Wu, Chengdong
Sci China Inf Sci, 2023, 66(3): 139101
Keywords: neural network equivalent model; non-smooth convex optimization; generalization error; massive data classification; ADMM
Cite as: Yu S Q, Han Z, Tang Y D, et al. Neural network equivalent model for highly efficient massive data classification. Sci China Inf Sci, 2023, 66(3): 139101, doi: 10.1007/s11432-020-3113-4

计算机 人工智能 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

A variational hardcut EM algorithm for the mixtures of Gaussian processes
Li, Tao; Ma, Jinwen
Sci China Inf Sci, 2023, 66(3): 139103
Keywords: Gaussian processes; EM algorithm; variational inference; mixture model; nonparametric Bayesian
Cite as: Li T, Ma J W. A variational hardcut EM algorithm for the mixtures of Gaussian processes. Sci China Inf Sci, 2023, 66(3): 139103, doi: 10.1007/s11432-021-3477-3

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Enhancing unsupervised domain adaptation by exploiting the conceptual consistency of multiple self-supervised tasks
Sun, Hui; Li, Ming
Sci China Inf Sci, 2023, 66(4): 142101
Keywords: deep learning; transfer learning; domain adaptation; domain shift; self-supervised
Cite as: Sun H, Li M. Enhancing unsupervised domain adaptation by exploiting the conceptual consistency of multiple self-supervised tasks. Sci China Inf Sci, 2023, 66(4): 142101, doi: 10.1007/s11432-021-3535-2

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State space representation and phase analysis of gradient descent optimizers
Yao, Biyuan; Li, Guiqing; Wu, Wei
Sci China Inf Sci, 2023, 66(4): 142102
Keywords: optimizer; control model; phase trajectory; parameter adjustment; classification; dynamic performance
Cite as: Yao B Y, Li G Q, Wu W. State space representation and phase analysis of gradient descent optimizers. Sci China Inf Sci, 2023, 66(4): 142102, doi: 10.1007/s11432-022-3539-8

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Cy-CNN: cylinder convolution based rotation-invariant neural network for point cloud registration
Zhao, Hengwang; Liang, Zhidong; He, Yuesheng; Wang, Chunxiang; Yang, Ming
Sci China Inf Sci, 2023, 66(5): 152102
Keywords: deep learning; point cloud registration; rotation invariant; computer vision
Cite as: Zhao H W, Liang Z D, He Y S, et al. Cy-CNN: cylinder convolution based rotation-invariant neural network for point cloud registration. Sci China Inf Sci, 2023, 66(5): 152102, doi: 10.1007/s11432-021-3570-5

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Newton design: designing CNNs with the family of Newton's methods
Shen, Zhengyang; Yang, Yibo; She, Qi; Wang, Changhu; Ma, Jinwen; Lin, Zhouchen
Sci China Inf Sci, 2023, 66(6): 162101
Keywords: CNN; dropout; optimization method; network design; Newton’s method
Cite as: Shen Z Y, Yang Y B, She Q, et al. Newton design: designing CNNs with the family of Newton's methods. Sci China Inf Sci, 2023, 66(6): 162101, doi: 10.1007/s11432-021-3442-2

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LINDA: multi-agent local information decomposition for awareness of teammates
Cao, Jiahan; Yuan, Lei; Wang, Jianhao; Zhang, Shaowei; Zhang, Chongjie; Yu, Yang; Zhan, De-Chuan
Sci China Inf Sci, 2023, 66(8): 182101
Keywords: multi-agent system; reinforcement learning; teammates awareness; centralized training with decentralized execution; CTDE; StarCraft II
Cite as: Cao J H, Yuan L, Wang J H, et al. LINDA: multi-agent local information decomposition for awareness of teammates. Sci China Inf Sci, 2023, 66(8): 182101, doi: 10.1007/s11432-021-3479-9

计算机 人工智能 RESEARCH PAPER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Optimization-inspired manual architecture design and neural architecture search
Yang, Yibo; Shen, Zhengyang; Li, Huan; Lin, Zhouchen
Sci China Inf Sci, 2023, 66(11): 212101
Keywords: deep neural network; manual architecture design; neural architecture search; image recognition; optimization algorithms; learning-based optimization
Cite as: Yang Y B, Shen Z Y, Li H, et al. Optimization-inspired manual architecture design and neural architecture search. Sci China Inf Sci, 2023, 66(11): 212101, doi: 10.1007/s11432-021-3527-7

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Learning discrete adaptive receptive fields for graph convolutional networks
Ma X J, Li Z Y, Song G J, et al
Sci China Inf Sci, 2023, 66(12): 222101
Keywords: graph neural networks; receptive field; reinforcement learning
Cite as: Ma X J, Li Z Y, Song G J, et al. Learning discrete adaptive receptive fields for graph convolutional networks. Sci China Inf Sci, 2023, 66(12): 222101, doi: 10.1007/s11432-021-3443-y

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Learnware: small models do big
Zhi-Hua Zhou, Zhi-Hao Tan
Sci China Inf Sci, 2024, 67(1): 112102
Keywords: artificial intelligence; machine learning; learnware
Cite as: Zhi-Hua Zhou, Zhi-Hao Tan. Learnware: small models do big. Sci China Inf Sci, 2024, 67(1): 112102, doi: 10.1007/s11432-023-3823-6

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LAMDA-SSL: a comprehensive semi-supervised learning toolkit
Lin-Han Jia, Lan-Zhe Guo, Zhi Zhou, et al
Sci China Inf Sci, 2024, 67(1): 117101
Keywords: semi-supervised learning; toolkit; Python; statistical learning; deep learning
Cite as: Lin-Han Jia, Lan-Zhe Guo, Zhi Zhou, et al. LAMDA-SSL: a comprehensive semi-supervised learning toolkit. Sci China Inf Sci, 2024, 67(1): 117101, doi: 10.1007/s11432-022-3804-0

计算机 生物信息 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 3

Logistic regression algorithm to identify candidate disease genes based on reliable protein-protein interaction network
Lei, Xiujuan; Zhang, Wenxiang
Sci China Inf Sci, 2021, 64(7): 179101
Keywords: disease genes; logistic regression algorithm; multiple biological data; topological similarity of heterogeneous network; reconstructed ppi network
Cite as: Lei X J, Zhang W X. Logistic regression algorithm to identify candidate disease genes based on reliable protein-protein interaction network. Sci China Inf Sci, 2021, 64(7): 179101, doi: 10.1007/s11432-018-1512-0

计算机 生物信息 MOOP Video Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Using breath sound data to detect intraoperative respiratory depression in non-intubated anesthesia
Wang, Sikai; Zhao, Kang; Liu, Ming; Jiang, Hanjun; Wang, Zhihua; Zhang, Zongwang; Kan, Huili; Chen, Ping; Zhu, Binjie
Sci China Inf Sci, 2021, 64(3): 134101
Keywords: respiratory depression detection; breath sound; hilbert spectrum; time-energy dual scale normalization; svm
Cite as: Wang S K, Zhao K, Liu M, et al. Using breath sound data to detect intraoperative respiratory depression in non-intubated anesthesia. Sci China Inf Sci, 2021, 64(3): 134101, doi: 10.1007/s11432-019-1510-6

Special Focus on Deep Learning for Computer Vision
计算机 图形图像 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 44

Task-wise attention guided part complementary learning for few-shot image classification
Cheng, Gong; Li, Ruimin; Lang, Chunbo; Han, Junwei
Sci China Inf Sci, 2021, 64(2): 120104
Keywords: few-shot learning; meta-learning; task-wise attention; part complementary learning
Cite as: Cheng G, Li R M, Lang C B, et al. Task-wise attention guided part complementary learning for few-shot image classification. Sci China Inf Sci, 2021, 64(2): 120104, doi: 10.1007/s11432-020-3156-7

Special Focus on Deep Learning for Computer Vision
Highly Cited Paper 计算机 图形图像 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 41

TransCrowd: weakly-supervised crowd counting with transformers
Liang, Dingkang; Chen, Xiwu; Xu, Wei; Zhou, Yu; Bai, Xiang
Sci China Inf Sci, 2022, 65(6): 160104
Keywords: crowd counting; visual transformer; weakly supervised; crowd analysis; transformer
Cite as: Liang D K, Chen X W, Xu W, et al. TransCrowd: weakly-supervised crowd counting with transformers. Sci China Inf Sci, 2022, 65(6): 160104, doi: 10.1007/s11432-021-3445-y

Highly Cited Paper 计算机 图形图像 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 37

Learning practically feasible policies for online 3D bin packing
Zhao, Hang; Zhu, Chenyang; Xu, Xin; Huang, Hui; Xu, Kai
Sci China Inf Sci, 2022, 65(1): 112105
Keywords: bin packing problem; online 3d-bpp; reinforcement learning
Cite as: Zhao H, Zhu C Y, Xu X, et al. Learning practically feasible policies for online 3D bin packing. Sci China Inf Sci, 2022, 65(1): 112105, doi: 10.1007/s11432-021-3348-6

Special Focus on Deep Learning for Computer Vision
计算机 图形图像 LETTER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 32

RLLNet: a lightweight remaking learning network for saliency redetection on RGB-D images
Zhou, Wujie; Liu, Chang; Lei, Jingsheng; Yu, Lu
Sci China Inf Sci, 2022, 65(6): 160107
Keywords: deep learning; rgb-d image; saliency detection; remaking learning; lightweight network
Cite as: Zhou W J, Liu C, Lei J S, et al. RLLNet: a lightweight remaking learning network for saliency redetection on RGB-D images. Sci China Inf Sci, 2022, 65(6): 160107, doi: 10.1007/s11432-020-3337-9

Special Focus on Deep Learning for Computer Vision
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PSC-Net: learning part spatial co-occurrence for occluded pedestrian detection
Xie, Jin; Pang, Yanwei; Cholakkal, Hisham; Anwer, Rao; Khan, Fahad; Shao, Ling
Sci China Inf Sci, 2021, 64(2): 120103
Keywords: pedestrian detection; graph convolutional network; occlusion; object detection; feature extraction
Cite as: Xie J, Pang Y W, Cholakkal H, et al. PSC-Net: learning part spatial co-occurrence for occluded pedestrian detection. Sci China Inf Sci, 2021, 64(2): 120103, doi: 10.1007/s11432-020-2969-8

Special Focus on Deep Learning for Computer Vision
计算机 图形图像 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 31

Progressive learning with multi-scale attention network for cross-domain vehicle re-identification
Wang, Yang; Peng, Jinjia; Wang, Huibing; Wang, Meng
Sci China Inf Sci, 2022, 65(6): 160103
Keywords: data adaptation module; weighted label smoothing loss; multi-scale attention network; vehicle re-identification
Cite as: Wang Y, Peng J J, Wang H B, et al. Progressive learning with multi-scale attention network for cross-domain vehicle re-identification. Sci China Inf Sci, 2022, 65(6): 160103, doi: 10.1007/s11432-021-3383-y

Highly Cited Paper 计算机 图形图像 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 25

Learning hyperspectral images from RGB images via a coarse-to-fine CNN
Mei, Shaohui; Geng, Yunhao; Hou, Junhui; Du, Qian
Sci China Inf Sci, 2022, 65(5): 152102
Keywords: hyperspectral; reconstruction; convolutional neural network; deep learning
Cite as: Mei S H, Geng Y H, Hou J H, et al. Learning hyperspectral images from RGB images via a coarse-to-fine CNN. Sci China Inf Sci, 2022, 65(5): 152102, doi: 10.1007/s11432-020-3102-9

Special Focus on Deep Learning for Computer Vision
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Triple discriminator generative adversarial network for zero-shot image classification
Ji, Zhong; Yan, Jiangtao; Wang, Qiang; Pang, Yanwei; Li, Xuelong
Sci China Inf Sci, 2021, 64(2): 120101
Keywords: zero-shot classification; generative adversarial nets; text reconstruction; sharma-mittal entropy
Cite as: Ji Z, Yan J T, Wang Q, et al. Triple discriminator generative adversarial network for zero-shot image classification. Sci China Inf Sci, 2021, 64(2): 120101, doi: 10.1007/s11432-020-3032-8

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Densely nested top-down flows for salient object detection
Fang, Chaowei; Tian, Haibin; Zhang, Dingwen; Zhang, Qiang; Han, Jungong; Han, Junwei
Sci China Inf Sci, 2022, 65(8): 182103
Keywords: salient object detection; top-down flow; densely nested framework; convolutional neural networks
Cite as: Fang C W, Tian H B, Zhang D W, et al. Densely nested top-down flows for salient object detection. Sci China Inf Sci, 2022, 65(8): 182103, doi: 10.1007/s11432-021-3384-y

Highly Cited Paper 计算机 图形图像 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 16

Class attention network for image recognition
Cheng, Gong; Lai, Pujian; Gao, Decheng; Han, Junwei
Sci China Inf Sci, 2023, 66(3): 132105
Keywords: visual attention; class-specific attention encoding; class attention network; dictionary learning
Cite as: Cheng G, Lai P J, Gao D C, et al. Class attention network for image recognition. Sci China Inf Sci, 2023, 66(3): 132105, doi: 10.1007/s11432-021-3493-7

计算机 图形图像 LETTER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 15

Human motion segmentation based on structure constraint matrix factorization
Gao, Hongbo; Guo, Fang; Zhu, Juping; Kan, Zhen; Zhang, Xinyu
Sci China Inf Sci, 2022, 65(1): 119103
Keywords: computer vision; human motion segmentation; spectral clustering; structure constraint; matrix factorization
Cite as: Gao H B, Guo F, Zhu J P, et al. Human motion segmentation based on structure constraint matrix factorization. Sci China Inf Sci, 2022, 65(1): 119103, doi: 10.1007/s11432-020-2967-3

计算机 图形图像 REVIEW Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 10

Survey on rain removal from videos or a single image
Wang, Hong; Wu, Yichen; Li, Minghan; Zhao, Qian; Meng, Deyu
Sci China Inf Sci, 2022, 65(1): 111101
Keywords: rain removal; maximum a posterior estimation; deep learning; generalization performance; comprehensive repository
Cite as: Wang H, Wu Y C, Li M H, et al. Survey on rain removal from videos or a single image. Sci China Inf Sci, 2022, 65(1): 111101, doi: 10.1007/s11432-020-3225-9

Special Focus on Deep Learning for Computer Vision
计算机 图形图像 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 9

Learning efficient text-to-image synthesis via interstage cross-sample similarity distillation
Mao, Fengling; Ma, Bingpeng; Chang, Hong; Shan, Shiguang; Chen, Xilin
Sci China Inf Sci, 2021, 64(2): 120102
Keywords: generative adversarial network; text-to-image synthesis; knowledge distillation
Cite as: Mao F L, Ma B P, Chang H, et al. Learning efficient text-to-image synthesis via interstage cross-sample similarity distillation. Sci China Inf Sci, 2021, 64(2): 120102, doi: 10.1007/s11432-020-2900-x

Special Focus on Deep Learning for Computer Vision
计算机 图形图像 LETTER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 6

Learning generalizable deep feature using triplet-batch-center loss for person re-identification
Hu, Bin; Xu, Jiwei; Wang, Xinggang
Sci China Inf Sci, 2021, 64(2): 120111
Keywords: person re-identification; triplet loss; triplet-batch-center loss; metric learning; deep learning
Cite as: Hu B, Xu J W, Wang X G. Learning generalizable deep feature using triplet-batch-center loss for person re-identification. Sci China Inf Sci, 2021, 64(2): 120111, doi: 10.1007/s11432-019-2943-6

计算机 图形图像 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 5

Quantized and adaptive memristor based CNN (QA-mCNN) for image processing
Hu, Xiaofang; Shi, Wenqiang; Zhou, Yue; Tang, Hongan; Duan, Shukai
Sci China Inf Sci, 2022, 65(1): 119104
Keywords: adaptive template; incremental network quantization; optimization; cnn; memristor
Cite as: Hu X F, Shi W Q, Zhou Y, et al. Quantized and adaptive memristor based CNN (QA-mCNN) for image processing. Sci China Inf Sci, 2022, 65(1): 119104, doi: 10.1007/s11432-020-3031-9

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Fast target-aware learning for few-shot video object segmentation
Chen, Yadang; Hao, Chuanyan; Yang, Zhi-Xin; Wu, Enhua
Sci China Inf Sci, 2022, 65(8): 182104
Keywords: video object segmentation; few-shot; target-aware; meta knowledge; bilevel-optimization
Cite as: Chen Y D, Hao C Y, Yang Z-X, et al. Fast target-aware learning for few-shot video object segmentation. Sci China Inf Sci, 2022, 65(8): 182104, doi: 10.1007/s11432-021-3396-7

Special Focus on Visual Computing with Machine Learning
计算机 图形图像 RESEARCH PAPER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 4

Dual attention autoencoder for all-weather outdoor lighting estimation
Yu, Piaopiao; Guo, Jie; Wu, Longhai; Zhou, Cheng; Li, Mengtian; Wang, Chenchen; Guo, Yanwen
Sci China Inf Sci, 2021, 64(11): 210102
Keywords: outdoor illumination; adaptive feature pyramid; attention; autoencoder; augmented reality
Cite as: Yu P P, Guo J, Wu L H, et al. Dual attention autoencoder for all-weather outdoor lighting estimation. Sci China Inf Sci, 2021, 64(11): 210102, doi: 10.1007/s11432-021-3282-4

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RGBT tracking via reliable feature configuration
Tu, Zhengzheng; Pan, Wenli; Duan, Yunsheng; Tang, Jin; Li, Chenglong
Sci China Inf Sci, 2022, 65(4): 142101
Keywords: rgbt tracking; multi-modal; reliability guideline; feature configuration; correlation filter
Cite as: Tu Z Z, Pan W L, Duan Y S, et al. RGBT tracking via reliable feature configuration. Sci China Inf Sci, 2022, 65(4): 142101, doi: 10.1007/s11432-020-3160-5

Special Focus on Deep Learning for Computer Vision
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Onfocus detection: identifying individual-camera eye contact from unconstrained images
Zhang, Dingwen; Wang, Bo; Wang, Gerong; Zhang, Qiang; Zhang, Jiajia; Han, Jungong; You, Zheng
Sci China Inf Sci, 2022, 65(6): 160101
Keywords: onfocus detection; deep neural network; capsule routing; computer vision; deep learning
Cite as: Zhang D W, Wang B, Wang G R, et al. Onfocus detection: identifying individual-camera eye contact from unconstrained images. Sci China Inf Sci, 2022, 65(6): 160101, doi: 10.1007/s11432-020-3181-9

计算机 图形图像 MOOP Video Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 3

Designing and deploying a mixed-reality aquarium for cognitive training of young children with autism spectrum disorder
Liu, Juan; Bian, Yulong; Yuan, Yanran; Xi, Yuting; Geng, Wenxiu; Jin, Xinpei; Gai, Wei; Fan, Xiangmin; Tian, Feng; Meng, Xiangxu; Yang, Chenglei
Sci China Inf Sci, 2021, 64(5): 154101
Keywords: autism spectrum disorder; mixed reality; cognitive training; young asd children; user study; quantitative research
Cite as: Liu J, Bian Y L, Yuan Y R, et al. Designing and deploying a mixed-reality aquarium for cognitive training of young children with autism spectrum disorder. Sci China Inf Sci, 2021, 64(5): 154101, doi: 10.1007/s11432-020-2941-7

计算机 图形图像 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 3

A spatial structural similarity triplet loss for auxiliary vehicle re-identification
Zhu, Jianqing; Liu, Liu; Zhu, Xiaobin; Zeng, Huanqiang
Sci China Inf Sci, 2021, 64(7): 179104
Keywords: vehicle re-identification; spatial strutural simialrity; triplet loss; deep learning; video surveillance system
Cite as: Zhu J Q, Liu L, Zhu X B, et al. A spatial structural similarity triplet loss for auxiliary vehicle re-identification. Sci China Inf Sci, 2021, 64(7): 179104, doi: 10.1007/s11432-020-3004-7

计算机 图形图像 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 3

Difficulty-aware bi-network with spatial attention constrained graph for axillary lymph node segmentation
Xu, Qing; Xi, Xiaoming; Meng, Xianjing; Qin, Zheyun; Nie, Xiushan; Wu, Yongjian; Zhou, Dongsheng; Qu, Yi; Li, Chenglong; Yin, Yilong
Sci China Inf Sci, 2022, 65(9): 192102
Keywords: ultrasound image; axillary lymph nodes segmentation; difficulty-aware segmentation; graph with spatial attention
Cite as: Xu Q, Xi X M, Meng X J, et al. Difficulty-aware bi-network with spatial attention constrained graph for axillary lymph node segmentation. Sci China Inf Sci, 2022, 65(9): 192102, doi: 10.1007/s11432-020-3079-8

计算机 图形图像 NEWS & VIEWS Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 3

RPC: a large-scale and fine-grained retail product checkout dataset
WEI, Xiu-Shen; CUI, Quan; YANG, Lei; WANG, Peng; LIU, Lingqiao; YANG, Jian
Sci China Inf Sci, 2022, 65(9): 197101
Keywords: Automatic Check-Out; Benchmark Datasets; Retail Product Recognition; Fine-Grained Recognition; Deep Learning
Cite as: Wei X-S, Cui Q, Yang L, et al. RPC: a large-scale and fine-grained retail product checkout dataset. Sci China Inf Sci, 2022, 65(9): 197101, doi: 10.1007/s11432-022-3513-y

计算机 图形图像 RESEARCH PAPER Supplementary Video Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 2

Neural compositing for real-time augmented reality rendering in low-frequency lighting environments
Ma, Shengjie; Shen, Qian; Hou, Qiming; Ren, Zhong; Zhou, Kun
Sci China Inf Sci, 2021, 64(2): 122101
Keywords: augmented reality; neural networks; differentiable renderer; reflection; shadow
Cite as: Ma S J, Shen Q, Hou Q M, et al. Neural compositing for real-time augmented reality rendering in low-frequency lighting environments. Sci China Inf Sci, 2021, 64(2): 122101, doi: 10.1007/s11432-020-3024-5

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Learning to focus: cascaded feature matching network for few-shot image recognition
Chen, Mengting; Wang, Xinggang; Luo, Heng; Geng, Yifeng; Liu, Wenyu
Sci China Inf Sci, 2021, 64(9): 192105
Keywords: few-shot learning; image recognition; feature matching; self-attention
Cite as: Chen M T, Wang X G, Luo H, et al. Learning to focus: cascaded feature matching network for few-shot image recognition. Sci China Inf Sci, 2021, 64(9): 192105, doi: 10.1007/s11432-020-2973-7

Special Focus on Visual Computing with Machine Learning
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Hausdorff point convolution with geometric priors
Lin, Liqiang; Huang, Pengdi; Xue, Fuyou; Xu, Kai; Cohen-Or, Daniel; Huang, Hui
Sci China Inf Sci, 2021, 64(11): 210105
Keywords: point convolution; hausdorff distance; geometric prior; deep neural network
Cite as: Lin L Q, Huang P D, Xue F Y, et al. Hausdorff point convolution with geometric priors. Sci China Inf Sci, 2021, 64(11): 210105, doi: 10.1007/s11432-021-3311-2

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Automatic image matting and fusing for portrait synthesis
Yi, Zhike; Song, Wenfeng; Li, Shuai; Hao, Aimin
Sci China Inf Sci, 2022, 65(2): 124101
Keywords: neural network; automatic image matting; image fusion; deep learning; gradient domain
Cite as: Yi Z K, Song W F, Li S, et al. Automatic image matting and fusing for portrait synthesis. Sci China Inf Sci, 2022, 65(2): 124101, doi: 10.1007/s11432-021-3279-y

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VNet: a versatile network to train real-time semantic segmentation models on a single GPU
Li, Wenxing; Lin, Ning; Zhang, Mingzhe; Lu, Hang; Chen, Xiaoming; Li, Xiaowei
Sci China Inf Sci, 2022, 65(3): 139105
Keywords: efficiency; machine learning; real-time systems; segmentation; light-weight
Cite as: Li W X, Lin N, Zhang M Z, et al. VNet: a versatile network to train real-time semantic segmentation models on a single GPU. Sci China Inf Sci, 2022, 65(3): 139105, doi: 10.1007/s11432-020-2971-8

Special Focus on Deep Learning for Computer Vision
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Human-object interaction detection via interactive visual-semantic graph learning
Wu, Tongtong; Duan, Fuqing; Chang, Liang; Lu, Ke
Sci China Inf Sci, 2022, 65(6): 160108
Keywords: human-object interaction; context modeling; graph learning; interactive graph; visual-semantic graph
Cite as: Wu T T, Duan F Q, Chang L, et al. Human-object interaction detection via interactive visual-semantic graph learning. Sci China Inf Sci, 2022, 65(6): 160108, doi: 10.1007/s11432-021-3427-2

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Heterogeneous memory enhanced graph reasoning network for cross-modal retrieval
Ji, Zhong; Chen, Kexin; He, Yuqing; Pang, Yanwei; Li, Xuelong
Sci China Inf Sci, 2022, 65(7): 172104
Keywords: cross-modal retrieval; graph reasoning; memory network; visual semantic embedding; image-text retrieval; video-text retrieval
Cite as: Ji Z, Chen K X, He Y Q, et al. Heterogeneous memory enhanced graph reasoning network for cross-modal retrieval. Sci China Inf Sci, 2022, 65(7): 172104, doi: 10.1007/s11432-021-3367-y

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Evolution of AVS video coding standards: twenty years of innovation and development
Ma, Siwei; Zhang, Li; Wang, Shiqi; Jia, Chuanmin; Wang, Shanshe; Huang, Tiejun; Wu, Feng; Gao, Wen
Sci China Inf Sci, 2022, 65(9): 192101
Keywords: video coding; AVS standards; video applications; intelligent coding
Cite as: Ma S W, Zhang L, Wang S Q, et al. Evolution of AVS video coding standards: twenty years of innovation and development. Sci China Inf Sci, 2022, 65(9): 192101, doi: 10.1007/s11432-021-3461-9

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Contextual and selective attention networks for image captioning
Wang, Jing; Li, Yehao; Pan, Yingwei; Yao, Ting; Tang, Jinhui; Mei, Tao
Sci China Inf Sci, 2022, 65(12): 222103
Keywords: image captioning; hybrid attention; contextual attention
Cite as: Wang J, Li Y H, Pan Y W, et al. Contextual and selective attention networks for image captioning. Sci China Inf Sci, 2022, 65(12): 222103, doi: 10.1007/s11432-020-3523-6

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Siamese transformer with hierarchical concept embedding for fine-grained image recognition
Lyu, Yilin; Jing, Liping; Wang, Jiaqi; Guo, Mingzhe; Wang, Xinyue; Yu, Jian
Sci China Inf Sci, 2023, 66(3): 132107
Keywords: fine-grained image recognition; transformer; hierarchical concept embedding; adaptive sampling; Siamese network
Cite as: Lyu Y L, Jing L P, Wang J Q, et al. Siamese transformer with hierarchical concept embedding for fine-grained image recognition. Sci China Inf Sci, 2023, 66(3): 132107, doi: 10.1007/s11432-022-3586-y

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Augmented FCN: rethinking context modeling for semantic segmentation
Zhang, Dong; Zhang, Liyan; Tang, Jinhui
Sci China Inf Sci, 2023, 66(4): 142105
Keywords: semantic segmentation; context modeling; long-range dependencies; attention mechanism
Cite as: Zhang D, Zhang L Y, Tang J H. Augmented FCN: rethinking context modeling for semantic segmentation. Sci China Inf Sci, 2023, 66(4): 142105, doi: 10.1007/s11432-021-3590-1

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LotusMenu: a 3D menu using wrist and elbow rotation inspired by Chinese traditional symbol
Lyu, Fei; Liu, Yujie; Huang, Jin; Zhang, Zhaolin
Sci China Inf Sci, 2021, 64(10): 204101
Keywords: interaction; 3d menu; freehand gesture; selection technology; 3d rotation
Cite as: Lyu F, Liu Y J, Huang J, et al. LotusMenu: a 3D menu using wrist and elbow rotation inspired by Chinese traditional symbol. Sci China Inf Sci, 2021, 64(10): 204101, doi: 10.1007/s11432-020-2999-y

Special Focus on Visual Computing with Machine Learning
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Single-view facial reflectance inference with a differentiable renderer
Geng, Jiahao; Weng, Yanlin; Wang, Lvdi; Zhou, Kun
Sci China Inf Sci, 2021, 64(11): 210101
Keywords: facial modeling; reflectance inference; differentiable renderer
Cite as: Geng J H, Weng Y L, Wang L D, et al. Single-view facial reflectance inference with a differentiable renderer. Sci China Inf Sci, 2021, 64(11): 210101, doi: 10.1007/s11432-020-3236-2

Special Focus on Visual Computing with Machine Learning
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iHairRecolorer: deep image-to-video hair color transfer
Wu, Keyu; Yang, Lingchen; Fu, Hongbo; Zheng, Youyi
Sci China Inf Sci, 2021, 64(11): 210104
Keywords: hair color transfer; video manipulation; luminance map; cycle consistency
Cite as: Wu K Y, Yang L C, Fu H B, et al. iHairRecolorer: deep image-to-video hair color transfer. Sci China Inf Sci, 2021, 64(11): 210104, doi: 10.1007/s11432-021-3325-6

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Self-adjustable hyper-graphs for video pose estimation based on spatial-temporal subspace construction
Ma, Jizhou; Li, Shuai; Qin, Hong; Hao, Aimin; Zhao, Qinping
Sci China Inf Sci, 2022, 65(3): 139101
Keywords: video pose estimation; self-adjustable hyper-graph; spatial-temporal subspace exploration; maximum matching subspace operator; action pattern
Cite as: Ma J Z, Li S, Qin H, et al. Self-adjustable hyper-graphs for video pose estimation based on spatial-temporal subspace construction. Sci China Inf Sci, 2022, 65(3): 139101, doi: 10.1007/s11432-019-2869-x

Special Focus on Deep Learning for Computer Vision
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HAPNet: a head-aware pedestrian detection network associated with the affinity field
Ding, Jiali; Liu, Tie; Zhao, Yun; Yuan, Zejian; Shang, Yuanyuan
Sci China Inf Sci, 2022, 65(6): 160102
Keywords: pedestrian detection; head detection; head-aware pedestrian network; affinity module; occlusion
Cite as: Ding J L, Liu T, Zhao Y, et al. HAPNet: a head-aware pedestrian detection network associated with the affinity field. Sci China Inf Sci, 2022, 65(6): 160102, doi: 10.1007/s11432-021-3300-2

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Indoor layout programming via virtual navigation detectors
Fu, Qiang; Fu, Hongbo; Deng, Zhigang; Li, Xueming
Sci China Inf Sci, 2022, 65(8): 189101
Keywords: 3d modeling; indoor scene synthesis; layout programming; indoor navigation; deep reinforcement learning
Cite as: Fu Q, Fu H B, Deng Z G, et al. Indoor layout programming via virtual navigation detectors. Sci China Inf Sci, 2022, 65(8): 189101, doi: 10.1007/s11432-019-2930-x

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Point attention network for point cloud semantic segmentation
Ren, Dayong; Wu, Zhengyi; Li, Jiawei; Yu, Piaopiao; Guo, Jie; Wei, Mingqiang; Guo, Yanwen
Sci China Inf Sci, 2022, 65(9): 192104
Keywords: point cloud; semantic segmentation; self-attention mechanism; deep learning; long-range dependencies
Cite as: Ren D Y, Wu Z Y, Li J W, et al. Point attention network for point cloud semantic segmentation. Sci China Inf Sci, 2022, 65(9): 192104, doi: 10.1007/s11432-021-3387-7

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Reverse erasure guided spatio-temporal autoencoder with compact feature representation for video anomaly detection
Zhong, Yuanhong; Chen, Xia; Jiang, Jinyang; Ren, Fan
Sci China Inf Sci, 2022, 65(9): 194101
Keywords: anomaly detection; dual-encoder single-decoder network; reverse erasure; compact feature representation; deep support vector data description
Cite as: Zhong Y H, Chen X, Jiang J Y, et al. Reverse erasure guided spatio-temporal autoencoder with compact feature representation for video anomaly detection. Sci China Inf Sci, 2022, 65(9): 194101, doi: 10.1007/s11432-021-3444-9

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Repeatable adaptive keypoint detection via self-supervised learning
Yan, Pei; Tan, Yihua; Tai, Yuan
Sci China Inf Sci, 2022, 65(11): 212103
Keywords: keypoint detection; convolutional neural network; image matching; self-supervised learning; repeatable
Cite as: Yan P, Tan Y H, Tai Y. Repeatable adaptive keypoint detection via self-supervised learning. Sci China Inf Sci, 2022, 65(11): 212103, doi: 10.1007/s11432-021-3364-5

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Model-guided 3D stitching for augmented virtual environment
Zhou, Zhong; Meng, Ming; Zhou, Yi; Zhu, Zhe; You, Jingdi
Sci China Inf Sci, 2023, 66(1): 112106
Keywords: 3D stitching; video model; multiple video visualization; augmented virtual environment
Cite as: Zhou Z, Meng M, Zhou Y, et al. Model-guided 3D stitching for augmented virtual environment. Sci China Inf Sci, 2023, 66(1): 112106, doi: 10.1007/s11432-021-3323-2

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On learning the right attention point for feature enhancement
Lin, Liqiang; Huang, Pengdi; Fu, Chi-Wing; Xu, Kai; Zhang, Hao; Huang, Hui
Sci China Inf Sci, 2023, 66(1): 112107
Keywords: point convolution; feature enhancement; attention point; deep neural network
Cite as: Lin L Q, Huang P D, Fu C-W, et al. On learning the right attention point for feature enhancement. Sci China Inf Sci, 2023, 66(1): 112107, doi: 10.1007/s11432-021-3431-9

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Image co-segmentation based on pyramid features cross-correlation network
Chen, Jia; Chen, Yasong; Li, Weihao; Liu, Zhi; Liu, Sannyuya; Yang, Zongkai
Sci China Inf Sci, 2023, 66(1): 119101
Keywords: image co-segmentation; pyramid features; deep learning; pair-wise manner; VGG16
Cite as: Chen J, Chen Y S, Li W H, et al. Image co-segmentation based on pyramid features cross-correlation network. Sci China Inf Sci, 2023, 66(1): 119101, doi: 10.1007/s11432-021-3515-6

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Unpaired remote sensing image super-resolution with content-preserving weak supervision neural network
Wu, Jie; Cong, Runmin; Fang, Leyuan; Guo, Chunle; Zhang, Bob; Ghamisi, Pedram
Sci China Inf Sci, 2023, 66(1): 119105
Keywords: deep learning; remote sensing images; super-resolution; unpaired training; weak supervision
Cite as: Wu J, Cong R M, Fang L Y, et al. Unpaired remote sensing image super-resolution with content-preserving weak supervision neural network. Sci China Inf Sci, 2023, 66(1): 119105, doi: 10.1007/s11432-021-3575-1

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Survey on leveraging pre-trained generative adversarial networks for image editing and restoration
Liu, Ming; Wei, Yuxiang; Wu, Xiaohe; Zuo, Wangmeng; Zhang, Lei
Sci China Inf Sci, 2023, 66(5): 151101
Keywords: survey; generative adversarial networks; pre-trained models; image editing; image restoration
Cite as: Liu M, Wei Y X, Wu X H, et al. Survey on leveraging pre-trained generative adversarial networks for image editing and restoration. Sci China Inf Sci, 2023, 66(5): 151101, doi: 10.1007/s11432-022-3679-0

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Improving pseudo-labeling with reliable inter-camera distance encouragement for unsupervised person re-identification
Chen, Yiyu; Fan, Zheyi; Chen, Shuni; Zhu, Yixuan
Sci China Inf Sci, 2023, 66(5): 152103
Keywords: person re-identification; noise label; camera variation; clustering; deep learning
Cite as: Chen Y Y, Fan Z Y, Chen S N, et al. Improving pseudo-labeling with reliable inter-camera distance encouragement for unsupervised person re-identification. Sci China Inf Sci, 2023, 66(5): 152103, doi: 10.1007/s11432-022-3628-y

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ASPPR: active single-image piecewise planar 3D reconstruction based on geometric priors
Wang, Wei; Dong, Qiulei; Hu, Zhanyi
Sci China Inf Sci, 2023, 66(7): 174101
Keywords: single-image reconstruction; geometric prior; user interaction; multi-plane optimization; convolutional neural network
Cite as: Wang W, Dong Q L, Hu Z Y. ASPPR: active single-image piecewise planar 3D reconstruction based on geometric priors. Sci China Inf Sci, 2023, 66(7): 174101, doi: 10.1007/s11432-022-3631-6

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A unified pruning framework for vision transformers
Yu, Hao; Wu, Jianxin
Sci China Inf Sci, 2023, 66(7): 179101
Keywords: vision transformer; structural pruning; image classification; object detection; language modeling
Cite as: Yu H, Wu J X. A unified pruning framework for vision transformers. Sci China Inf Sci, 2023, 66(7): 179101, doi: 10.1007/s11432-022-3646-6

Special Focus on Visual Computing with Machine Learning
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Weakly supervised 2D human pose transfer
Zheng, Qian; Liu, Yajie; Lin, Zhizhao; Lischinski, Dani; Cohen-Or, Daniel; Huang, Hui
Sci China Inf Sci, 2021, 64(11): 210103
Keywords: pose transfer; weak supervision; human skeleton
Cite as: Zheng Q, Liu Y J, Lin Z Z, et al. Weakly supervised 2D human pose transfer. Sci China Inf Sci, 2021, 64(11): 210103, doi: 10.1007/s11432-021-3301-5

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AR-CNN: an attention ranking network for learning urban perception
Li, Zhetao; Chen, Ziwen; Zheng, Wei-Shi; Oh, Sangyoon; Nguyen, Kien
Sci China Inf Sci, 2022, 65(1): 112104
Keywords: ranking network; urban perception; attribute learning; attention network; colour and texture
Cite as: Li Z T, Chen Z W, Zheng W-S, et al. AR-CNN: an attention ranking network for learning urban perception. Sci China Inf Sci, 2022, 65(1): 112104, doi: 10.1007/s11432-019-2899-9

Special Focus on Deep Learning for Computer Vision
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Prototype-based classifier learning for long-tailed visual recognition
Wei, Xiu-Shen; Xu, Shu-Lin; Chen, Hao; Xiao, Liang; Peng, Yuxin
Sci China Inf Sci, 2022, 65(6): 160105
Keywords: long-tailed distribution; categorical prototype; classifier generation; classifier calibration; class imbalance
Cite as: Wei X-S, Xu S-L, Chen H, et al. Prototype-based classifier learning for long-tailed visual recognition. Sci China Inf Sci, 2022, 65(6): 160105, doi: 10.1007/s11432-021-3489-1

Special Focus on Deep Learning for Computer Vision
计算机 图形图像 NEWS & VIEWS Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Comprehensive benchmark datasets for Amharic scene text detection and recognition
DIKUBAB, Wondimu; LIANG, Dingkang; LIAO, Minghui; BAI, Xiang
Sci China Inf Sci, 2022, 65(6): 160106
Keywords: Amharic script; scene text; text detection; text recognition; Amharic text
Cite as: Dikubab W, Liang D K, Liao M H, et al. Comprehensive benchmark datasets for Amharic scene text detection and recognition. Sci China Inf Sci, 2022, 65(6): 160106, doi: 10.1007/s11432-021-3447-9

Special Focus on Deep Learning for Computer Vision
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Few-shot font style transfer with multiple style encoders
Zhang, Kejun; Zhang, Rui; Wu, Yonglin; Li, Yifei; Ling, Yonggen; Wang, Bolin; Sun, Lingyun; Li, Yingming
Sci China Inf Sci, 2022, 65(6): 160109
Keywords: font generation; image-to-image translation; generative adversarial network; multi-task learning; font fusion; style transfer
Cite as: Zhang K J, Zhang R, Wu Y L, et al. Few-shot font style transfer with multiple style encoders. Sci China Inf Sci, 2022, 65(6): 160109, doi: 10.1007/s11432-021-3435-8

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3DPF-FBN: video inpainting by jointly 3D-patch filling and neural network refinement
Huang, Yan; Yang, Chuanchuan; Chen, Zhangyuan
Sci China Inf Sci, 2022, 65(7): 179103
Keywords: video inpainting; patch-based searching; optical flow; neural network; refinement
Cite as: Huang Y, Yang C C, Chen Z Y. 3DPF-FBN: video inpainting by jointly 3D-patch filling and neural network refinement. Sci China Inf Sci, 2022, 65(7): 179103, doi: 10.1007/s11432-019-2956-6

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Ensemble of half-space trees for hyperspectral anomaly detection
Huang, Ju; Li, Xuelong
Sci China Inf Sci, 2022, 65(9): 192103
Keywords: hyperspectral image; anomaly detection; extended morphological attribute profile; mass esti- mation; half-space tree
Cite as: Huang J, Li X L. Ensemble of half-space trees for hyperspectral anomaly detection. Sci China Inf Sci, 2022, 65(9): 192103, doi: 10.1007/s11432-021-3310-x

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Reconstructing and editing fluids using the adaptive multilayer external force guiding model
Nie, Xiaoying; Hu, Yong; Shen, Xukun; Su, Zhiyuan
Sci China Inf Sci, 2022, 65(11): 212102
Keywords: reconstructing fluids; editing fluids; monocular videos; adaptive multilayer external force guiding model; generation and extinction model
Cite as: Nie X Y, Hu Y, Shen X K, et al. Reconstructing and editing fluids using the adaptive multilayer external force guiding model. Sci China Inf Sci, 2022, 65(11): 212102, doi: 10.1007/s11432-020-3322-x

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A novel vision-based multi-task robotic grasp detection method for multi-object scenes
Song, Yanan; Gao, Liang; Li, Xinyu; Shen, Weiming; Peng, Kunkun
Sci China Inf Sci, 2022, 65(12): 222104
Keywords: robotic grasp detection; multi-object scene; object detection; grasp matching strategy; deep learning
Cite as: Song Y N, Gao L, Li X Y, et al. A novel vision-based multi-task robotic grasp detection method for multi-object scenes. Sci China Inf Sci, 2022, 65(12): 222104, doi: 10.1007/s11432-021-3558-y

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An energy constraint position-based dynamics with corrected SPH kernel
Cao, Wei; Lyu, Luan; Yang, Zhixin; Wu, Enhua
Sci China Inf Sci, 2023, 66(1): 112108
Keywords: position-based dynamics; deformable solids; continuum mechanics
Cite as: Cao W, Lyu L, Yang Z X, et al. An energy constraint position-based dynamics with corrected SPH kernel. Sci China Inf Sci, 2023, 66(1): 112108, doi: 10.1007/s11432-021-3464-2

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TinyDet: accurately detecting small objects within 1 GFLOPs
Chen, Shaoyu; Cheng, Tianheng; Fang, Jiemin; Zhang, Qian; Li, Yuan; Liu, Wenyu; Wang, Xinggang
Sci China Inf Sci, 2023, 66(1): 119102
Keywords: small object detection; lightweight networ; generic object detection; Tiny AI; high resolution
Cite as: Chen S Y, Cheng T H, Fang J M, et al. TinyDet: accurately detecting small objects within 1 GFLOPs. Sci China Inf Sci, 2023, 66(1): 119102, doi: 10.1007/s11432-021-3504-4

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Learning cross-modal interaction for RGB-T tracking
Xu, Chunyan; Cui, Zhen; Wang, Chaoqun; Zhou, Chuanwei; Yang, Jian
Sci China Inf Sci, 2023, 66(1): 119103
Keywords: RGB-T tracking; cross-modal interaction; pixel-level correlation; relation-level correlation; visual object tracking
Cite as: Xu C Y, Cui Z, Wang C Q, et al. Learning cross-modal interaction for RGB-T tracking. Sci China Inf Sci, 2023, 66(1): 119103, doi: 10.1007/s11432-021-3518-y

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BiTGAN: bilateral generative adversarial networks for Chinese ink wash painting style transfer
He, Xiao; Zhu, Mingrui; Wang, Nannan; Wang, Xiaoyu; Gao, Xinbo
Sci China Inf Sci, 2023, 66(1): 119104
Keywords: Chinese ink wash painting; image style transfer; image-to-image translation; generative adversarial networks; GAN; bilateral-generator
Cite as: He X, Zhu M R, Wang N N, et al. BiTGAN: bilateral generative adversarial networks for Chinese ink wash painting style transfer. Sci China Inf Sci, 2023, 66(1): 119104, doi: 10.1007/s11432-022-3541-x

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Difficulty-aware prior-guided hierarchical network for adaptive segmentation of breast tumors
Hussain, Sumaira; Xi, Xiaoming; Ullah, Inam; Naim, Syeda Wajiha; Shaheed, Kashif; Tian, Cuihuan; Yin, Yilong
Sci China Inf Sci, 2023, 66(2): 122104
Keywords: breast tumor; ultrasound image segmentation; deep neural network; difficulty-awareness
Cite as: Hussain S, Xi X M, Ullah I, et al. Difficulty-aware prior-guided hierarchical network for adaptive segmentation of breast tumors. Sci China Inf Sci, 2023, 66(2): 122104, doi: 10.1007/s11432-021-3340-y

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Reflectance edge guided networks for detail-preserving intrinsic image decomposition
Li, Quewei; Guo, Jie; Wu, Zhengyi; Fei, Yang; Guo, Yanwen
Sci China Inf Sci, 2023, 66(2): 122105
Keywords: intrinsic image decomposition; detail-preserving; reflectance edges
Cite as: Li Q W, Guo J, Wu Z Y, et al. Reflectance edge guided networks for detail-preserving intrinsic image decomposition. Sci China Inf Sci, 2023, 66(2): 122105, doi: 10.1007/s11432-021-3481-3

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Deep graph learning for spatially-varying indoor lighting prediction
Bai, Jiayang; Guo, Jie; Wang, Chenchen; Chen, Zhenyu; He, Zhen; Yang, Shan; Yu, Piaopiao; Zhang, Yan; Guo, Yanwen
Sci China Inf Sci, 2023, 66(3): 132106
Keywords: lighting; graph learning; augmented reality; spherical Gaussians; rendering
Cite as: Bai J Y, Guo J, Wang C C, et al. Deep graph learning for spatially-varying indoor lighting prediction. Sci China Inf Sci, 2023, 66(3): 132106, doi: 10.1007/s11432-022-3576-9

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Adaptive structured sparse multiview canonical correlation analysis for multimodal brain imaging association identification
Du, Lei; Wang, Huiai; Zhang, Jin; Zhang, Shu; Guo, Lei; Han, Junwei
Sci China Inf Sci, 2023, 66(4): 142106
Keywords: multimodal brain imaging correlation; sparse multiview canonical correlation analysis; task imbalance; adaptive loss balancing; graph-group penalty
Cite as: Du L, Wang H A, Zhang J, et al. Adaptive structured sparse multiview canonical correlation analysis for multimodal brain imaging association identification. Sci China Inf Sci, 2023, 66(4): 142106, doi: 10.1007/s11432-021-3589-5

计算机 图形图像 RESEARCH PAPER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Hybrid3D: learning 3D hybrid features with point clouds and multi-view images for point cloud registration
Yang, Bangbang; Huang, Zhaoyang; Li, Yijin; Zhou, Han; Li, Hongsheng; Zhang, Guofeng; Bao, Hujun
Sci China Inf Sci, 2023, 66(7): 172101
Keywords: point cloud registration; cross-modal feature fusion; multi-view feature fusion; computer vision; deep learning
Cite as: Yang B B, Huang Z Y, Li Y J, et al. Hybrid3D: learning 3D hybrid features with point clouds and multi-view images for point cloud registration. Sci China Inf Sci, 2023, 66(7): 172101, doi: 10.1007/s11432-022-3604-6

计算机 图形图像 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

NeuralReshaper: single-image human-body retouching with deep neural networks
Chen, Beijia; Shen, Yuefan; Fu, Hongbo; Chen, Xiang; Zhou, Kun; Zheng, Youyi
Sci China Inf Sci, 2023, 66(9): 199101
Keywords: image manipulation; human-body reshaping; deep neural networks; generative adversarial network; self-supervised learning
Cite as: Chen B J, Shen Y F, Fu H B, et al. NeuralReshaper: single-image human-body retouching with deep neural networks. Sci China Inf Sci, 2023, 66(9): 199101, doi: 10.1007/s11432-022-3675-1

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ViGT: proposal-free video grounding with a learnable token in the transformer
Li, Kun; Guo, Dan; Wang, Meng
Sci China Inf Sci, 2023, 66(10): 202102
Keywords: video grounding; temporal sentence grounding; boundary regression; token learning; proposal-free
Cite as: Li K, Guo D, Wang M. ViGT: proposal-free video grounding with a learnable token in the transformer. Sci China Inf Sci, 2023, 66(10): 202102, doi: 10.1007/s11432-022-3783-3

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A unified user behavior model for trajectory-based tasks with different types of path constraints
Zhang, Hao; Huang, Jin; Tu, Huawei; Tian, Feng; Dai, Guozhong; Wang, Hongan
Sci China Inf Sci, 2023, 66(10): 204101
Keywords: human-computer interaction; user behavior modeling; artificial potential field; trajectory-based task; trajectory predicting
Cite as: Zhang H, Huang J, Tu H W, et al. A unified user behavior model for trajectory-based tasks with different types of path constraints. Sci China Inf Sci, 2023, 66(10): 204101, doi: 10.1007/s11432-023-3779-5

Special Topic: Deep Learning for Computer Vision
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An end-to-end network for co-saliency detection in one single image
Yue, Yuanhao; Zou, Qin; Yu, Hongkai; Wang, Qian; Wang, Zhongyuan; Wang, Song
Sci China Inf Sci, 2023, 66(11): 210101
Keywords: saliency detection; convolutional neural network; regional feature mapping; co-saliency detection; deep learning
Cite as: Yue Y H, Zou Q, Yu H K, et al. An end-to-end network for co-saliency detection in one single image. Sci China Inf Sci, 2023, 66(11): 210101, doi: 10.1007/s11432-022-3686-1

Special Topic: Deep Learning for Computer Vision
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Sparse spatial transformers for few-shot learning
Chen H X, Li H X, Li Y H, et al
Sci China Inf Sci, 2023, 66(11): 210102
Keywords: few-shot learning; transformer; metric-learning; cross-attention
Cite as: Chen H X, Li H X, Li Y H, et al. Sparse spatial transformers for few-shot learning. Sci China Inf Sci, 2023, 66(11): 210102, doi: 10.1007/s11432-022-3700-8

Special Topic: Deep Learning for Computer Vision
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A meaningful learning method for zero-shot semantic segmentation
Liu, Xianglong; Bai, Shihao; An, Shan; Wang, Shuo; Liu, Wei; Zhao, Xiaowei; Ma, Yuqing
Sci China Inf Sci, 2023, 66(11): 210103
Keywords: meaningful learning; zero-shot learning; semantic segmentation; conjugate conceptual correlation; fast-slow conceptual modulator
Cite as: Liu X L, Bai S H, An S, et al. A meaningful learning method for zero-shot semantic segmentation. Sci China Inf Sci, 2023, 66(11): 210103, doi: 10.1007/s11432-022-3748-5

Special Topic: Deep Learning for Computer Vision
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Confidence-weighted mutual supervision on dual networks for unsupervised cross-modality image segmentation
Chen, Yajie; Yang, Xin; Bai, Xiang
Sci China Inf Sci, 2023, 66(11): 210104
Keywords: domain adaptation; pseudo label; mutual supervision; cross-modality; image segmentation
Cite as: Chen Y J, Yang X, Bai X. Confidence-weighted mutual supervision on dual networks for unsupervised cross-modality image segmentation. Sci China Inf Sci, 2023, 66(11): 210104, doi: 10.1007/s11432-022-3871-0

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SAM struggles in concealed scenes — empirical study on “Segment Anything”
Ji G-P, Fan D-P, Xu P, et al
Sci China Inf Sci, 2023, 66(12): 226101
Keywords: Segment Anything; SAM; Camouflaged; Concealed Scene Understanding; Concealed Object Segmentation
Cite as: Ji G-P, Fan D-P, Xu P, et al. SAM struggles in concealed scenes — empirical study on “Segment Anything”. Sci China Inf Sci, 2023, 66(12): 226101, doi: 10.1007/s11432-023-3881-x

Special Focus on Constraints and Optimization in Artificial Intelligence
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Learning dynamics of gradient descent optimization in deep neural networks
Wu, Wei; Jing, Xiaoyuan; Du, Wencai; Chen, Guoliang
Sci China Inf Sci, 2021, 64(5): 150102
Keywords: learning dynamics; deep neural networks; gradient descent; control model; transfer function
Cite as: Wu W, Jing X Y, Du W C, et al. Learning dynamics of gradient descent optimization in deep neural networks. Sci China Inf Sci, 2021, 64(5): 150102, doi: 10.1007/s11432-020-3163-0

Special Focus on Constraints and Optimization in Artificial Intelligence
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On the robustness of median sampling in noisy evolutionary optimization
Bian, Chao; Qian, Chao; Yu, Yang; Tang, Ke
Sci China Inf Sci, 2021, 64(5): 150103
Keywords: evolutionary algorithms; noisy optimization; median sampling; computational complexity; runtime analysis
Cite as: Bian C, Qian C, Yu Y, et al. On the robustness of median sampling in noisy evolutionary optimization. Sci China Inf Sci, 2021, 64(5): 150103, doi: 10.1007/s11432-020-3114-y

Special Focus on Constraints and Optimization in Artificial Intelligence
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An approximation algorithm for k-median with priorities
Zhang, Zhen; Feng, Qilong; Xu, Jinhui; Wang, Jianxin
Sci China Inf Sci, 2021, 64(5): 150104
Keywords: clustering; k-median; approximation algorithm; lp relaxtion; primal-dual
Cite as: Zhang Z, Feng Q L, Xu J H, et al. An approximation algorithm for k-median with priorities. Sci China Inf Sci, 2021, 64(5): 150104, doi: 10.1007/s11432-020-3066-x

Special Focus on Constraints and Optimization in Artificial Intelligence
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Focal distance tabu search
Glover, Fred; Lu, Zhipeng
Sci China Inf Sci, 2021, 64(5): 150101
Keywords: tabu search; diversification; strategic oscillation; adaptive partitioning; metaheuristics
Cite as: Glover F, Lv Z P. Focal distance tabu search. Sci China Inf Sci, 2021, 64(5): 150101, doi: 10.1007/s11432-020-3115-5

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Auto-scalable and fault-tolerant load balancing mechanism for cloud computing based on the proof-of-work election
Feng, Xiaoqin; Ma, Jianfeng; Liu, Shaobin; Miao, Yinbin; Liu, Ximeng
Sci China Inf Sci, 2022, 65(1): 112102
Keywords: cloud computing; load balancing; auto-scalable; proof-of-work; fault-tolerant
Cite as: Feng X Q, Ma J F, Liu S B, et al. Auto-scalable and fault-tolerant load balancing mechanism for cloud computing based on the proof-of-work election. Sci China Inf Sci, 2022, 65(1): 112102, doi: 10.1007/s11432-020-2939-3

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Safety guarantee for time-delay systems with disturbances
Liu, Wenyou; Bai, Yunjun; Jiao, Li; Zhan, Naijun
Sci China Inf Sci, 2023, 66(3): 132102
Keywords: time-delay systems; delay differential equations; control barrier functionals; controllers; safety
Cite as: Liu W Y, Bai Y J, Jiao L, et al. Safety guarantee for time-delay systems with disturbances. Sci China Inf Sci, 2023, 66(3): 132102, doi: 10.1007/s11432-020-3266-6

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Monodirectional evolutional symport tissue P systems with channel states and cell division
Song, Bosheng; Li, Kenli; Zeng, Xiangxiang; Perez-Jimenez, Mario J.; Zandron, Claudio
Sci China Inf Sci, 2023, 66(3): 139104
Keywords: Bio-inspired computing; tissue P system; channel state; cell division; symport rule; antiport rule
Cite as: Song B S, Li K L, Zeng X X, et al. Monodirectional evolutional symport tissue P systems with channel states and cell division. Sci China Inf Sci, 2023, 66(3): 139104, doi: 10.1007/s11432-021-3478-8

计算机 计算机理论 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 2

Locating multiple roots of nonlinear equation systems via multi-strategy optimization algorithm with sequence quadratic program
Liang, Jing; Qu, Boyang; Li, Baolei; Yu, Kunjie; Yue, Caitong
Sci China Inf Sci, 2022, 65(7): 179102
Keywords: multi-strategy optimization algorithm; sequence quadratic program; nonlinear equation system; multimodal optimization; multiple swarms optimization algorithm
Cite as: Liang J, Qu B Y, Li B L, et al. Locating multiple roots of nonlinear equation systems via multi-strategy optimization algorithm with sequence quadratic program. Sci China Inf Sci, 2022, 65(7): 179102, doi: 10.1007/s11432-019-2882-0

Special Focus on Constraints and Optimization in Artificial Intelligence
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Solving diversified top-k weight clique search problem
Zhou, Junping; Li, Chumin; Zhou, Yupeng; Li, Mingyang; Liang, Lili; Wang, Jianan
Sci China Inf Sci, 2021, 64(5): 150105
Keywords: encoding; independent set; maximal clique; partial maxsat; top-k
Cite as: Zhou J P, Li C M, Zhou Y P, et al. Solving diversified top-k weight clique search problem. Sci China Inf Sci, 2021, 64(5): 150105, doi: 10.1007/s11432-020-3069-4

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Incremental algorithms for the maximum internal spanning tree problem
Zhu, Xianbin; Li, Wenjun; Yang, Yongjie; Wang, Jianxin
Sci China Inf Sci, 2021, 64(5): 152103
Keywords: maximum internal spanning tree; incremental problem; approximation algorithm; competitive ratio
Cite as: Zhu X B, Li W J, Yang Y J, et al. Incremental algorithms for the maximum internal spanning tree problem. Sci China Inf Sci, 2021, 64(5): 152103, doi: 10.1007/s11432-019-2630-2

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Efficient distributed algorithms for holistic aggregation functions on random regular graphs
Jia, Lin; Hua, Qiang-Sheng; Fan, Haoqiang; Wang, Qiuping; Jin, Hai
Sci China Inf Sci, 2022, 65(5): 152101
Keywords: distributed algorithms; holistic aggregation function; random regular graph; congest model; communication complexity; round complexity
Cite as: Jia L, Hua Q-S, Fan H Q, et al. Efficient distributed algorithms for holistic aggregation functions on random regular graphs. Sci China Inf Sci, 2022, 65(5): 152101, doi: 10.1007/s11432-020-2996-2

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Massive self-organized shape formation in grid environments
Chu, Wenjie; Zhang, Wei; Zhao, Haiyan; Jin, Zhi; Mei, Hong
Sci China Inf Sci, 2022, 65(6): 164101
Keywords: shape formation; self-organization; artificial light field; multi-agent path planning; collective intelligence
Cite as: Chu W J, Zhang W, Zhao H Y, et al. Massive self-organized shape formation in grid environments. Sci China Inf Sci, 2022, 65(6): 164101, doi: 10.1007/s11432-021-3358-y

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A nearly optimal distributed algorithm for computing the weighted girth
Hua, Qiang-Sheng; Qian, Lixiang; Yu, Dongxiao; Shi, Xuanhua; Jin, Hai
Sci China Inf Sci, 2021, 64(11): 212101
Keywords: distributed algorithms; weighted girth; congest model; communication complexity; round complex
Cite as: Hua Q-S, Qian L X, Yu D X, et al. A nearly optimal distributed algorithm for computing the weighted girth. Sci China Inf Sci, 2021, 64(11): 212101, doi: 10.1007/s11432-020-2931-x

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Improved kernels for triangle packing in tournaments
Yuan, Hanchun; Feng, Qilong; Wang, Jianxin
Sci China Inf Sci, 2023, 66(5): 152104
Keywords: tournaments; triangle packing; kernelization; fixed-parameter tractable; graph algorithms
Cite as: Yuan H C, Feng Q L, Wang J X. Improved kernels for triangle packing in tournaments. Sci China Inf Sci, 2023, 66(5): 152104, doi: 10.1007/s11432-021-3551-2

计算机 高性能计算 REVIEW Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 61

A survey of Blockchain consensus algorithms: mechanism, design and applications
Fu, Xiang; Wang, Huaimin; Shi, Peichang
Sci China Inf Sci, 2021, 64(2): 121101
Keywords: blockchain; consensus algorithm; byzantine fault-tolerant; process model; design principles
Cite as: Fu X, Wang H M, Shi P C, et al. A survey of Blockchain consensus algorithms: mechanism, design and applications. Sci China Inf Sci, 2021, 64(2): 121101, doi: 10.1007/s11432-019-2790-1

计算机 高性能计算 REVIEW Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 13

Sunway supercomputer architecture towards exascale computing: analysis and practice
Gao, Jiangang; Zheng, Fang; Qi, Fengbin; Ding, Yajun; Li, Hongliang; Lu, Hongsheng; He, Wangquan; Wei, Hongmei; Jin, Lifeng; Liu, Xin; Gong, Daoyong; Wang, Fei; Zheng, Yan; Sun, Honghui; Zhou, Zhou; Liu, Yong; You, Hongtao
Sci China Inf Sci, 2021, 64(4): 141101
Keywords: supercomputer; exascale; sunway; scalability; power consumption; data movement; programming; availability
Cite as: Gao J G, Zheng F, Qi F B, et al. Sunway supercomputer architecture towards exascale computing: analysis and practice. Sci China Inf Sci, 2021, 64(4): 141101, doi: 10.1007/s11432-020-3104-7

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Reveal training performance mystery between TensorFlow and PyTorch in the single GPU environment
Dai, Hulin; Peng, Xuan; Shi, Xuanhua; He, Ligang; Xiong, Qian; Jin, Hai
Sci China Inf Sci, 2022, 65(1): 112103
Keywords: deep learning; performance; comparison; tensorflow; pytorch
Cite as: Dai H L, Peng X, Shi X H, et al. Reveal training performance mystery between TensorFlow and PyTorch in the single GPU environment. Sci China Inf Sci, 2022, 65(1): 112103, doi: 10.1007/s11432-020-3182-1

计算机 高性能计算 LETTER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 8

Communication and performance evaluation of 3-ary n-cubes onto network-on-chips
Fan, Weibei; Fan, Jianxi; Zhang, Yujie; Han, Zhijie; Chen, Guoliang
Sci China Inf Sci, 2022, 65(7): 179101
Keywords: network-on-chip; 3-ary n-cube; topology mapping; wirelength; performance evaluation
Cite as: Fan W B, Fan J X, Zhang Y J, et al. Communication and performance evaluation of 3-ary n-cubes onto network-on-chips. Sci China Inf Sci, 2022, 65(7): 179101, doi: 10.1007/s11432-019-2794-9

计算机 高性能计算 POSITION PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 7

Towards trustworthy blockchain systems in the era of “Internet of value”: development, challenges, and future trends
Jin, Hai; Xiao, Jiang
Sci China Inf Sci, 2022, 65(5): 153101
Keywords: blockchain; distributed systems; internet of value; challenges; development
Cite as: Jin H, Xiao J. Towards trustworthy blockchain systems in the era of “Internet of value”: development, challenges, and future trends. Sci China Inf Sci, 2022, 65(5): 153101, doi: 10.1007/s11432-020-3183-0

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HMvisor: dynamic hybrid memory management for virtual machines
Yang, Dang; Liu, Haikun; Jin, Hai; Zhang, Yu
Sci China Inf Sci, 2021, 64(9): 192104
Keywords: hypervisor; virtual machine; non-volatile memory; hybrid memory management
Cite as: Yang D, Liu H K, Jin H, et al. HMvisor: dynamic hybrid memory management for virtual machines. Sci China Inf Sci, 2021, 64(9): 192104, doi: 10.1007/s11432-019-2729-5

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Stabilizing and boosting I/O performance for file systems with journaling on NVMe SSD
Qian, Lin; Tang, Bin; Ye, Baoliu; Wu, Jianyu; Wang, Xiaoliang; Lu, Sanglu
Sci China Inf Sci, 2022, 65(3): 132102
Keywords: journaling file systems; nvme ssd; microwrite merging; hash table; ceph
Cite as: Qian L, Tang B, Ye B L, et al. Stabilizing and boosting I/O performance for file systems with journaling on NVMe SSD. Sci China Inf Sci, 2022, 65(3): 132102, doi: 10.1007/s11432-019-2808-x

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Scheduling multi-tenant cloud workflow tasks with resource reliability
Li, Xiaoping; Pan, Dongyuan; Wang, Yadi; Ruiz, Ruben
Sci China Inf Sci, 2022, 65(9): 192106
Keywords: multi-tenancy; resource reliability; cloud computing; scheduling
Cite as: Li X P, Pan D Y, Wang Y D, et al. Scheduling multi-tenant cloud workflow tasks with resource reliability. Sci China Inf Sci, 2022, 65(9): 192106, doi: 10.1007/s11432-020-3295-2

计算机 高性能计算 NEWS & VIEWS Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 3

Hetu: a highly efficient automatic parallel distributed deep learning system
Miao, Xupeng; Nie, Xiaonan; Zhang, Hailin; Zhao, Tong; Cui, Bin
Sci China Inf Sci, 2023, 66(1): 117101
Keywords: deep learning; distributed system; artificial intelligence; parallel computing; machine learning
Cite as: Miao X P, Nie X N, Zhang H L, et al. Hetu: a highly efficient automatic parallel distributed deep learning system. Sci China Inf Sci, 2023, 66(1): 117101, doi: 10.1007/s11432-022-3581-9

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A self-tuning client-side metadata prefetching scheme for wide area network file systems
Wei, Bing; Xiao, Limin; Song, Yao; Qin, Guangjun; Zhu, Jinbin; Yan, Baicheng; Wang, Chaobo; Huo, Zhisheng
Sci China Inf Sci, 2022, 65(3): 132101
Keywords: wide area network file systems; multiple workloads; metadata prefetching; correlation-directed prefetching; directory-directed prefetching; self-tuning prefetching
Cite as: Wei B, Xiao L M, Song Y, et al. A self-tuning client-side metadata prefetching scheme for wide area network file systems. Sci China Inf Sci, 2022, 65(3): 132101, doi: 10.1007/s11432-019-2833-1

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A fully-customized dataflow engine for 3D earthquake simulation with a complex topography
Chen, Bingwei; Fu, Haohuan; Luk, Wayne; Yang, Guangwen
Sci China Inf Sci, 2022, 65(5): 152103
Keywords: reconfigurable computing; earthquake simulation; fpga; hardware-software co-design; architecture exploration
Cite as: Chen B W, Fu H H, Luk W, et al. A fully-customized dataflow engine for 3D earthquake simulation with a complex topography. Sci China Inf Sci, 2022, 65(5): 152103, doi: 10.1007/s11432-020-2976-5

计算机 高性能计算 LETTER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

SWVM: a light-weighted virtualization platform based on Sunway CPU architecture
Yao, Jianguo; Lu, Qiumin; Wang, Xingyan; Wang, Chao; Ma, Hanyang; Guan, Haibing
Sci China Inf Sci, 2022, 65(6): 169101
Keywords: sunway; virtualization; hypervisor; light-weighted; virtual machines
Cite as: Yao J G, Lu Q M, Wang X Y, et al. SWVM: a light-weighted virtualization platform based on Sunway CPU architecture. Sci China Inf Sci, 2022, 65(6): 169101, doi: 10.1007/s11432-019-2769-4

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Solving multi-objective constrained minimum weighted bipartite assignment problem: a case study on energy-aware radio broadcast scheduling
Zhou, Yupeng; Fan, Mingjie; Ma, Feifei; Yin, Minghao
Sci China Inf Sci, 2022, 65(8): 182101
Keywords: constrained minimum weighted bipartite assignment; multi-objective energy-aware radio broadcast scheduling; evolutionary algorithms; dynamic resource allocation; aggregate local search
Cite as: Zhou Y P, Fan M J, Ma F F, et al. Solving multi-objective constrained minimum weighted bipartite assignment problem: a case study on energy-aware radio broadcast scheduling. Sci China Inf Sci, 2022, 65(8): 182101, doi: 10.1007/s11432-019-3017-9

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SMAF: a secure and makespan-aware framework for executing serverless workflows
Zhang, Shuai; Guo, Yunfei; Guo, Zehua; Hu, Hongchao; Chen, Guozhen
Sci China Inf Sci, 2023, 66(3): 139105
Keywords: serverless computing; workflow scheduling; security; makespan; proactive Defense
Cite as: Zhang S, Guo Y F, Guo Z H, et al. SMAF: a secure and makespan-aware framework for executing serverless workflows. Sci China Inf Sci, 2023, 66(3): 139105, doi: 10.1007/s11432-021-3408-y

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Towards real-time ML-based DDoS detection via cost-efficient window-based feature extraction
Li, Haibin; Zhao, Yi; Yao, Wenbing; Xu, Ke; Li, Qi
Sci China Inf Sci, 2023, 66(5): 152105
Keywords: DDoS attack; machine learning; feature extraction; detection delay; cost-efficiency
Cite as: Li H B, Zhao Y, Yao W B, et al. Towards real-time ML-based DDoS detection via cost-efficient window-based feature extraction. Sci China Inf Sci, 2023, 66(5): 152105, doi: 10.1007/s11432-021-3545-0

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Accelerate distributed deep learning with cluster-aware sketch quantization
Ge, Keshi; Zhang, Yiming; Fu, Yongquan; Lai, Zhiquan; Deng, Xiaoge; Li, Dongsheng
Sci China Inf Sci, 2023, 66(6): 162102
Keywords: distributed training; deep learning; communication; sketch; quantization
Cite as: Ge K S, Zhang Y M, Fu Y Q, et al. Accelerate distributed deep learning with cluster-aware sketch quantization. Sci China Inf Sci, 2023, 66(6): 162102, doi: 10.1007/s11432-021-3532-8

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Rescue to the Curse of universality
Zhao, Yongwei; Du, Zidong; Guo, Qi; Xu, Zhiwei; Chen, Yunji
Sci China Inf Sci, 2023, 66(9): 192102
Keywords: universality; general-purpose architecture; specialized architecture; deep learning processor; universal circuit
Cite as: Zhao Y W, Du Z D, Guo Q, et al. Rescue to the Curse of universality. Sci China Inf Sci, 2023, 66(9): 192102, doi: 10.1007/s11432-021-3596-x

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Chip design with machine learning: a survey from algorithm perspective
He, Wenkai; Li, Xiaqing; Song, Xinkai; Hao, Yifan; Zhang, Rui; Du, Zidong; Chen, Yunji
Sci China Inf Sci, 2023, 66(11): 211101
Keywords: chip design; machine learning; chip design automation; design result estimation; design optimization and correction; design construction
Cite as: He W K, Li X Q, Song X K, et al. Chip design with machine learning: a survey from algorithm perspective. Sci China Inf Sci, 2023, 66(11): 211101, doi: 10.1007/s11432-022-3772-8

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Practical cloud storage auditing using serverless computing
Fei Chen, Jianquan Cai, Tao Xiang, et al
Sci China Inf Sci, 2024, 67(3): 132102
Keywords: cloud storage auditing; serverless computing; object storage; usability
Cite as: Fei Chen, Jianquan Cai, Tao Xiang, et al. Practical cloud storage auditing using serverless computing. Sci China Inf Sci, 2024, 67(3): 132102, doi: 10.1007/s11432-022-3597-3

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An incentive-compatible rational secret sharing scheme using blockchain and smart contract
Chen, Zerui; Tian, Youliang; Peng, Changgen
Sci China Inf Sci, 2021, 64(10): 202301
Keywords: rational secret sharing; game theory; sequential equilibrium; incentive-compatible; smart contract
Cite as: Chen Z R, Tian Y L, Peng C G. An incentive-compatible rational secret sharing scheme using blockchain and smart contract. Sci China Inf Sci, 2021, 64(10): 202301, doi: 10.1007/s11432-019-2858-8

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Multi-party blind quantum computation protocol with mutual authentication in network
Shan, Rui-Ting; Chen, Xiubo; Yuan, Kai-Guo
Sci China Inf Sci, 2021, 64(6): 162302
Keywords: blind quantum computation; mutual identity authentication; load balancer; semi-trust ca; quantum network
Cite as: Shan R-T, Chen X B, Yuan K-G. Multi-party blind quantum computation protocol with mutual authentication in network. Sci China Inf Sci, 2021, 64(6): 162302, doi: 10.1007/s11432-020-2977-x

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Achieving adaptively secure data access control with privacy protection for lightweight IoT devices
Guan, Zhitao; Yang, Wenti; Zhu, Liehuang; Wu, Longfei; Wang, Ruimiao
Sci China Inf Sci, 2021, 64(6): 162301
Keywords: iot; cp-abe; constant-size ciphertexts; adaptively secure; privacy protection
Cite as: Guan Z T, Yang W T, Zhu L H, et al. Achieving adaptively secure data access control with privacy protection for lightweight IoT devices. Sci China Inf Sci, 2021, 64(6): 162301, doi: 10.1007/s11432-020-2957-5

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New automatic tool for finding impossible differentials and zero-correlation linear approximations
Cui, Tingting; Chen, Shiyao; Fu, Kai; Wang, Meiqin; Jia, Keting
Sci China Inf Sci, 2021, 64(2): 129103
Keywords: impossible differential cryptanalysis; zero-correlation linear cryptanalysis; milp; automatic tool; block cipher
Cite as: Cui T T, Chen S Y, Fu K, et al. New automatic tool for finding impossible differentials and zero-correlation linear approximations. Sci China Inf Sci, 2021, 64(2): 129103, doi: 10.1007/s11432-018-1506-4

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STP models of optimal differential and linear trail for S-box based ciphers
Liu, Yu; Liang, Huicong; Li, Muzhou; Huang, Luning; Hu, Kai; Yang, Chenhe; Wang, Meiqin
Sci China Inf Sci, 2021, 64(5): 159103
Keywords: stp; differential trail; linear trail; gift-128; des; desl; iceberg; aria; sm4
Cite as: Liu Y, Liang H C, Li M Z, et al. STP models of optimal differential and linear trail for S-box based ciphers. Sci China Inf Sci, 2021, 64(5): 159103, doi: 10.1007/s11432-018-9772-0

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Certificateless designated verifier proxy signature scheme for unmanned aerial vehicle networks
He, Lei; Ma, Jianfeng; Shen, Limin; Wei, Dawei
Sci China Inf Sci, 2021, 64(1): 112101
Keywords: certificateless; designated verifier; proxy; digital signature; unmanned aerial vehicle
Cite as: He L, Ma J F, Shen L M, et al. Certificateless designated verifier proxy signature scheme for unmanned aerial vehicle networks. Sci China Inf Sci, 2021, 64(1): 112101, doi: 10.1007/s11432-019-2903-2

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An enhanced key exchange protocol exhibiting key compromise impersonation attacks resistance in mobile commerce environment
Chen, Ting; Li, Xinghua; Cheng, Qingfeng
Sci China Inf Sci, 2021, 64(9): 199106
Keywords: three-party authentication; key exchange; key compromise impersonation attack; mobile-commerce environments; security analysis
Cite as: Chen T, Li X H, Cheng Q F. An enhanced key exchange protocol exhibiting key compromise impersonation attacks resistance in mobile commerce environment. Sci China Inf Sci, 2021, 64(9): 199106, doi: 10.1007/s11432-019-2645-x

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Locally differentially private distributed algorithms for set intersection and union
Xue, Qiao; Zhu, Youwen; Wang, Jian; Li, Xingxin; Zhang, Ji
Sci China Inf Sci, 2021, 64(11): 219101
Keywords: local differential privacy; set intersection; union; randomized response; multiset
Cite as: Xue Q, Zhu Y W, Wang J, et al. Locally differentially private distributed algorithms for set intersection and union. Sci China Inf Sci, 2021, 64(11): 219101, doi: 10.1007/s11432-018-9899-8

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Secure key-alternating Feistel ciphers without key schedule
Shen, Yaobin; Yan, Hailun; Wang, Lei; Lai, Xuejia
Sci China Inf Sci, 2021, 64(1): 119103
Keywords: blockciphers; key schedule; key-alternating feistel; provable security; h-coefficient technique
Cite as: Shen Y B, Yan H L, Wang L, et al. Secure key-alternating Feistel ciphers without key schedule. Sci China Inf Sci, 2021, 64(1): 119103, doi: 10.1007/s11432-019-9938-0

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Unbalanced sharing: a threshold implementation of SM4
Wei, Man; Sun, Siwei; Wei, Zihao; Hu, Lei
Sci China Inf Sci, 2021, 64(5): 159102
Keywords: side channel analysis; masking; threshold implementation; sm4; dpa
Cite as: Wei M, Sun S W, Wei Z H, et al. Unbalanced sharing: a threshold implementation of SM4. Sci China Inf Sci, 2021, 64(5): 159102, doi: 10.1007/s11432-018-9794-6

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Forward and backward secure searchable encryption with multi-keyword search and result verification
Cui, Jie; Sun, Yue; Xu, Yan; Tian, Miaomiao; Zhong, Hong
Sci China Inf Sci, 2022, 65(5): 159102
Keywords: forward security; backward security; multi-keyword search; verification; searchable encryption
Cite as: Cui J, Sun Y, Xu Y, et al. Forward and backward secure searchable encryption with multi-keyword search and result verification. Sci China Inf Sci, 2022, 65(5): 159102, doi: 10.1007/s11432-019-2668-x

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Secure fusion of encrypted remote sensing images based on Brovey
Yang, Junzhi; Cheng, Guohua; Shen, Meng
Sci China Inf Sci, 2021, 64(2): 129102
Keywords: remote sensing; image fusion; brovey; privacy preserving; cloud computing
Cite as: Yang J Z, Cheng G H, Shen M. Secure fusion of encrypted remote sensing images based on Brovey. Sci China Inf Sci, 2021, 64(2): 129102, doi: 10.1007/s11432-018-9572-x

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Efficient outsourced extraction of histogram features over encrypted images in cloud
Ren, Yanli; Zhang, Xinpeng; Gu, Dawu; Feng, Guorui
Sci China Inf Sci, 2021, 64(3): 139105
Keywords: cloud computing; outsourced computation; histogram feature; image steganalysis; symmetric encryption
Cite as: Ren Y L, Zhang X P, Gu D W, et al. Efficient outsourced extraction of histogram features over encrypted images in cloud. Sci China Inf Sci, 2021, 64(3): 139105, doi: 10.1007/s11432-018-9901-0

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Cube attacks on round-reduced MORUS and Gimli
Chen, Siwei; Xiang, Zejun; Zeng, Xiangyong; Zhang, Shasha
Sci China Inf Sci, 2022, 65(1): 119101
Keywords: cube attack; division property; morus; gimli; authenticated encryption
Cite as: Chen S W, Xiang Z J, Zeng X Y, et al. Cube attacks on round-reduced MORUS and Gimli. Sci China Inf Sci, 2022, 65(1): 119101, doi: 10.1007/s11432-019-2742-6

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Pseudorandom number generator based on supersingular elliptic curve isogenies
Huang, Yan; Zhang, Fangguo; Liu, Zhijie; Tian, Haibo
Sci China Inf Sci, 2022, 65(5): 159101
Keywords: post-quantum cryptography; pseudorandom generator; supersingular elliptic curve isogenies; decisional supersingular product; indistinguishability
Cite as: Huang Y, Zhang F G, Liu Z J, et al. Pseudorandom number generator based on supersingular elliptic curve isogenies. Sci China Inf Sci, 2022, 65(5): 159101, doi: 10.1007/s11432-019-2669-6

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A small first-order DPA resistant AES implementation with no fresh randomness
Wei, Man; Sun, Siwei; Wei, Zihao; Gong, Zheng; Hu, Lei
Sci China Inf Sci, 2022, 65(6): 169102
Keywords: side channel analysis; dpa; threshold implementation; domain-oriented masking; aes
Cite as: Wei M, Sun S W, Wei Z H, et al. A small first-order DPA resistant AES implementation with no fresh randomness. Sci China Inf Sci, 2022, 65(6): 169102, doi: 10.1007/s11432-019-1469-7

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Efficient middlebox scaling for virtualized intrusion prevention systems in software-defined networks
Xing, Junchi; Wu, Chunming; Zhou, Haifeng; Cheng, Qiumei; Yu, Danrui; Macas, Mayra
Sci China Inf Sci, 2022, 65(8): 189102
Keywords: intrusion prevention system; middlebox scaling; software-defined network; security; resource utilization
Cite as: Xing J C, Wu C M, Zhou H F, et al. Efficient middlebox scaling for virtualized intrusion prevention systems in software-defined networks. Sci China Inf Sci, 2022, 65(8): 189102, doi: 10.1007/s11432-019-2731-7

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An anonymous key agreement protocol with robust authentication for smart grid infrastructure
Chen, Ting; Cheng, Qingfeng; Li, Xinghua
Sci China Inf Sci, 2022, 65(9): 199101
Keywords: smart grid infrastructure; impersonation attack; perfect forward security; ephemeral key compromise attack; key agreement
Cite as: Chen T, Cheng Q F, Li X H. An anonymous key agreement protocol with robust authentication for smart grid infrastructure. Sci China Inf Sci, 2022, 65(9): 199101, doi: 10.1007/s11432-019-2736-5

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Multi-user security of the tweakable Even-Mansour cipher
Zhang, Ping; Yuan, Qian; Hu, Honggang; Wang, Peng
Sci China Inf Sci, 2021, 64(3): 139102
Keywords: symmetric cryptography; tweakable blockcipher; tweakable even-mansour cipher; multi-user security; tightness; birthday bound; beyond birthday bound
Cite as: Zhang P, Yuan Q, Hu H G, et al. Multi-user security of the tweakable Even-Mansour cipher. Sci China Inf Sci, 2021, 64(3): 139102, doi: 10.1007/s11432-018-9757-4

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Error estimation of practical convolution discrete Gaussian sampling with rejection sampling
Zheng, Zhongxiang; Wang, Xiaoyun; Xu, Guangwu; Zhao, Chunhuan
Sci China Inf Sci, 2021, 64(3): 139104
Keywords: discrete gaussian sampling; convolution theorem; lattice; error estimation; gaussian measure
Cite as: Zheng Z X, Wang X Y, Xu G W, et al. Error estimation of practical convolution discrete Gaussian sampling with rejection sampling. Sci China Inf Sci, 2021, 64(3): 139104, doi: 10.1007/s11432-019-9919-7

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Hashing multiple messages with SM3 on GPU platforms
Sun, Shuzhou; Zhang, Rui; Ma, Hui
Sci China Inf Sci, 2021, 64(9): 199103
Keywords: sm3; hash algorithm; parallel computation; gpu; high performance implementation
Cite as: Sun S Z, Zhang R, Ma H. Hashing multiple messages with SM3 on GPU platforms. Sci China Inf Sci, 2021, 64(9): 199103, doi: 10.1007/s11432-018-9648-x

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Improved Guess and Determine attack on the MASHA stream cipher
Ding, Lin; Gu, Dawu; Wang, Lei; Jin, Chenhui; Guan, Jie
Sci China Inf Sci, 2021, 64(9): 199105
Keywords: cryptanalysis; stream cipher; guess and determine attack; masha; k2
Cite as: Ding L, Gu D W, Wang L, et al. Improved Guess and Determine attack on the MASHA stream cipher. Sci China Inf Sci, 2021, 64(9): 199105, doi: 10.1007/s11432-018-9878-1

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Correlation leakage analysis based on masking schemes
Zhang, Jiawei; Niu, Yongchuan; Wang, An
Sci China Inf Sci, 2022, 65(2): 129101
Keywords: correlation leakage analysis; correlation leakage model; second-order analysis; side-channel attack; masking schemes
Cite as: Zhang J W, Niu Y C, Wang A. Correlation leakage analysis based on masking schemes. Sci China Inf Sci, 2022, 65(2): 129101, doi: 10.1007/s11432-019-2719-2

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Constant-round auction with insulated bidders
Ma, Jie; Qi, Bin; Lv, Kewei
Sci China Inf Sci, 2022, 65(4): 149102
Keywords: auction; commitment; integer comparison protocol; constant-round; blockchain
Cite as: Ma J, Qi B, Lv K W. Constant-round auction with insulated bidders. Sci China Inf Sci, 2022, 65(4): 149102, doi: 10.1007/s11432-019-2666-8

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Labrador: towards fair and auditable data sharing in cloud computing with long-term privacy
Guo, Xiaojie; Li, Jin; Liu, Zheli; Wei, Yu; Zhang, Xiao; Dong, Changyu
Sci China Inf Sci, 2022, 65(5): 152106
Keywords: data sharing; homomorphic encryption; blockchain; smart contract; game theory
Cite as: Guo X J, Li J, Liu Z L, et al. Labrador: towards fair and auditable data sharing in cloud computing with long-term privacy. Sci China Inf Sci, 2022, 65(5): 152106, doi: 10.1007/s11432-020-2940-8

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Generalizing Lyubashevsky-Wichs trapdoor sampler for NTRU lattices
Tao, Yang; Ji, Yunfeng; Zhang, Rui
Sci China Inf Sci, 2022, 65(5): 159103
Keywords: trapdoor sampler; ntru lattice; hash-and-sign; lattice-based signature; post-quantum cryptography
Cite as: Tao Y, Ji Y F, Zhang R. Generalizing Lyubashevsky-Wichs trapdoor sampler for NTRU lattices. Sci China Inf Sci, 2022, 65(5): 159103, doi: 10.1007/s11432-019-2699-6

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Malware incident response (IR) informed by cyber threat intelligence (CTI)
He, Ying; Inglut, Ellis; Luo, Cunjin
Sci China Inf Sci, 2022, 65(7): 179105
Keywords: malware analysis; cyber threat intelligence; crypto jacking; incident response; malware incident response
Cite as: He Y, Inglut E, Luo C J. Malware incident response (IR) informed by cyber threat intelligence (CTI). Sci China Inf Sci, 2022, 65(7): 179105, doi: 10.1007/s11432-019-2774-4

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A benchmark for visual analysis of insider threat detection
Zhao, Ying; Yang, Kui; Chen, Siming; Zhang, Zhuo; Huang, Xin; Li, Qiusheng; Ma, Qi; Luan, Xinyue; Fan, Xiaoping
Sci China Inf Sci, 2022, 65(9): 199102
Keywords: visual analytics; visualization; evaluation; benchmark; intellligence analysis
Cite as: Zhao Y, Yang K, Chen S M, et al. A benchmark for visual analysis of insider threat detection. Sci China Inf Sci, 2022, 65(9): 199102, doi: 10.1007/s11432-019-2776-4

From CAS & CAE Members
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Locally differentially private high-dimensional data synthesis
Chen, Xue; Wang, Cheng; Yang, Qing; Hu, Teng; Jiang, Changjun
Sci China Inf Sci, 2023, 66(1): 112101
Keywords: preserving protocols local differential privacy; high-dimensional data synthesis; sampling; data privacy; privacy-
Cite as: Chen X, Wang C, Yang Q, et al. Locally differentially private high-dimensional data synthesis. Sci China Inf Sci, 2023, 66(1): 112101, doi: 10.1007/s11432-022-3583-x

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Transaction transmission model for blockchain channels based on non-cooperative games
Zhang, Peiyun; Li, Chenxi; Zhou, Mengchu; Huang, Wenjun; Abusorrah, Abdullah; Bamasag, Omaimah O.
Sci China Inf Sci, 2023, 66(1): 112105
Keywords: Blockchain channel; transaction transmission; channel balance; channel state; channel transmission probability; non-cooperative game
Cite as: Zhang P Y, Li C X, Zhou M C, et al. Transaction transmission model for blockchain channels based on non-cooperative games. Sci China Inf Sci, 2023, 66(1): 112105, doi: 10.1007/s11432-021-3362-9

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DBKEM-AACS: a distributed key escrow model in blockchain with anonymous authentication and committee selection
Xiang, Axin; Gao, Hongfeng; Tian, Youliang; Wan, Liang
Sci China Inf Sci, 2023, 66(3): 139102
Keywords: key escrow; blockchain; smart contract; committee selection; anonymous authentication
Cite as: Xiang A X, Gao H F, Tian Y L, et al. DBKEM-AACS: a distributed key escrow model in blockchain with anonymous authentication and committee selection. Sci China Inf Sci, 2023, 66(3): 139102, doi: 10.1007/s11432-021-3378-3

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A revisited security evaluation of Simeck family ciphers against impossible differential cryptanalysis
Zhang, Kai; Lai, Xuejia; Wang, Lei; Guan, Jie; Hu, Bin
Sci China Inf Sci, 2023, 66(3): 139106
Keywords: cybersecurity; cryptanalysis; lightweight block cipher; impossible differential cryptanalysis; Simeck
Cite as: Zhang K, Lai X J, Wang L, et al. A revisited security evaluation of Simeck family ciphers against impossible differential cryptanalysis. Sci China Inf Sci, 2023, 66(3): 139106, doi: 10.1007/s11432-022-3466-x

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Key-dependent cube attack on reduced Frit permutation in Duplex-AE modes
Qin, Lingyue; Dong, Xiaoyang; Jia, Keting; Zong, Rui
Sci China Inf Sci, 2021, 64(3): 139103
Keywords: frit; duplex authenticated encryption mode; key-dependent cube attack; key-recovery; permutation-based cryptology
Cite as: Qin L Y, Dong X Y, Jia K T, et al. Key-dependent cube attack on reduced Frit permutation in Duplex-AE modes. Sci China Inf Sci, 2021, 64(3): 139103, doi: 10.1007/s11432-018-9798-8

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Do multiple infections lead to better security? A new study on CHES 2014 infective countermeasure
Feng, Jingyi; Chen, Hua; Cao, Weiqiong; Fan, Limin; Xi, Wei; Feng, Dengguo
Sci China Inf Sci, 2021, 64(5): 159101
Keywords: fault attack; infective countermeasure; multiple infections; double-fault attack; fa-sca combined attack; random fault
Cite as: Feng J Y, Chen H, Cao W Q, et al. Do multiple infections lead to better security? A new study on CHES 2014 infective countermeasure. Sci China Inf Sci, 2021, 64(5): 159101, doi: 10.1007/s11432-018-9797-9

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Cetus: an efficient symmetric searchable encryption against file-injection attack with SGX
Huang, Yanyu; Lv, Siyi; Liu, Zheli; Song, Xiangfu; Li, Jin; Yuan, Yali; Dong, Changyu
Sci China Inf Sci, 2021, 64(8): 182314
Keywords: searchable encryption; sgx technique; file injection attack; forward/toward privacy; cloud databases
Cite as: Huang Y Y, Lv S Y, Liu Z L, et al. Cetus: an efficient symmetric searchable encryption against file-injection attack with SGX. Sci China Inf Sci, 2021, 64(8): 182314, doi: 10.1007/s11432-020-3039-x

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On-demand cut off the covert channel to mitigate meltdown
Tan, Yusong; Chen, Baozi; Zhu, Liehuang; Wu, Qingbo; Zou, Peng; Li, Yuanzhang
Sci China Inf Sci, 2021, 64(9): 199104
Keywords: security vulnerability; meltdown attack; system performance; cache attack; microarchitecture attack; side channel
Cite as: Tan Y S, Chen B Z, Zhu L H, et al. On-demand cut off the covert channel to mitigate meltdown. Sci China Inf Sci, 2021, 64(9): 199104, doi: 10.1007/s11432-018-9678-8

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Functional signatures: new definition and constructions
Guo, Qingwen; Huang, Qiong; Ma, Sha; Xiao, Meiyan; Yang, Guomin; Susilo, Willy
Sci China Inf Sci, 2021, 64(12): 222301
Keywords: cloud computation security; digital signature; functional signature; non-interactive zero-knowledge proof; e-commerce
Cite as: Guo Q W, Huang Q, Ma S, et al. Functional signatures: new definition and constructions. Sci China Inf Sci, 2021, 64(12): 222301, doi: 10.1007/s11432-019-2855-3

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A CCA secure public key encryption scheme based on finite groups of Lie type
Hong, Haibo; Shao, Jun; Wang, Licheng; Xie, Mande; Wei, Guiyi; Yang, Yixian; Han, Song; Lin, Jianhong
Sci China Inf Sci, 2022, 65(1): 119102
Keywords: finite groups of lie type; exponential mapping; public key encryption; non-abelian factoring assumption; non-abelian inserting assumption
Cite as: Hong H B, Shao J, Wang L C, et al. A CCA secure public key encryption scheme based on finite groups of Lie type. Sci China Inf Sci, 2022, 65(1): 119102, doi: 10.1007/s11432-019-2704-7

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Related-tweakey impossible differential attack on QARMA-128
Du, Juan; Wang, Wei; Li, Muzhou; Wang, Meiqin
Sci China Inf Sci, 2022, 65(2): 129102
Keywords: tweakable block cipher; qarma; impossible differential; related tweakey; milp
Cite as: Du J, Wang W, Li M Z, et al. Related-tweakey impossible differential attack on QARMA-128. Sci China Inf Sci, 2022, 65(2): 129102, doi: 10.1007/s11432-019-2628-9

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A detailed analysis of primal attack and its variants
Zhang, Xue; Zheng, Zhongxiang; Wang, Xiaoyun
Sci China Inf Sci, 2022, 65(3): 132301
Keywords: crytanalysis; lattice-based cryptography; learning with errors problem; primal attack; unique-svp
Cite as: Zhang X, Zheng Z X, Wang X Y. A detailed analysis of primal attack and its variants. Sci China Inf Sci, 2022, 65(3): 132301, doi: 10.1007/s11432-020-2958-9

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WARX: efficient white-box block cipher based on ARX primitives and random MDS matrix
Liu, Jun; Rijmen, Vincent; Hu, Yupu; Chen, Jie; Wang, Baocang
Sci China Inf Sci, 2022, 65(3): 132302
Keywords: white-box cryptography; block cipher; design; addition/rotation/xor; efficiency improvement
Cite as: Liu J, Rijmen V, Hu Y P, et al. WARX: efficient white-box block cipher based on ARX primitives and random MDS matrix. Sci China Inf Sci, 2022, 65(3): 132302, doi: 10.1007/s11432-020-3105-1

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Ciphertext-only fault analysis of GIFT lightweight cryptosystem
Li, Wei; Cao, Shan; Gu, Dawu; Li, Jiayao; Cai, Tianpei; Wang, Menglin; Sun, Li; Liu, Zhiqiang; Liu, Ya
Sci China Inf Sci, 2022, 65(3): 139102
Keywords: lightweight cryptosystem; gift; ciphertext-only fault analysis; cryptanalysis; fault analysis
Cite as: Li W, Cao S, Gu D W, et al. Ciphertext-only fault analysis of GIFT lightweight cryptosystem. Sci China Inf Sci, 2022, 65(3): 139102, doi: 10.1007/s11432-019-2629-y

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Improved nonlinear invariant attack
Tong, Haipeng; Shen, Xuan; Li, Chao; Liu, Yunwen
Sci China Inf Sci, 2022, 65(3): 139103
Keywords: nonlinear invariant attack; 4-bit optimal s-boxes; q-equivalence; fides; distinguishing attack
Cite as: Tong H P, Shen X, Li C, et al. Improved nonlinear invariant attack. Sci China Inf Sci, 2022, 65(3): 139103, doi: 10.1007/s11432-019-2632-1

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On the bit-based division property of S-boxes
Xiang, Zejun; Zeng, Xiangyong; Zhang, Shasha
Sci China Inf Sci, 2022, 65(4): 149101
Keywords: division property; sbox; anf; divisional optimal; divisional suboptimal
Cite as: Xiang Z J, Zeng X Y, Zhang S S. On the bit-based division property of S-boxes. Sci China Inf Sci, 2022, 65(4): 149101, doi: 10.1007/s11432-019-2634-7

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Lattice-based group encryptions with only one trapdoor
Pan, Jing; Zhang, Jiang; Zhang, Fangguo; Chen, Xiaofeng; Susilo, Willy
Sci China Inf Sci, 2022, 65(5): 152304
Keywords: lattice cryptography; group encryptions; lattice trapdoors; accumulators; zero-knowledge
Cite as: Pan J, Zhang J, Zhang F G, et al. Lattice-based group encryptions with only one trapdoor. Sci China Inf Sci, 2022, 65(5): 152304, doi: 10.1007/s11432-020-3226-6

计算机 信息安全 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

SAND: semi-automated adaptive network defense via programmable rule generation and deployment
Chen, Haoyu; Zou, Deqing; Jin, Hai; Xu, Shouhuai; Yuan, Bin
Sci China Inf Sci, 2022, 65(7): 172102
Keywords: network defense; adaptive defense; automated defense; programmable defense; security services; software-defined networking; security management
Cite as: Chen H Y, Zou D Q, Jin H, et al. SAND: semi-automated adaptive network defense via programmable rule generation and deployment. Sci China Inf Sci, 2022, 65(7): 172102, doi: 10.1007/s11432-020-3193-2

计算机 信息安全 LETTER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

An empirical study of security issues in SSO server-side implementations
Wang, Hui; Gu, Dawu; Zhang, Yuanyuan; Hu, Yikun
Sci China Inf Sci, 2022, 65(7): 179104
Keywords: single sign-on; oauth; openid connect; federated identity management; access control
Cite as: Wang H, Gu D W, Zhang Y Y, et al. An empirical study of security issues in SSO server-side implementations. Sci China Inf Sci, 2022, 65(7): 179104, doi: 10.1007/s11432-019-2697-1

计算机 信息安全 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Hierarchical group signature with verifier-local revocation revisited
Hou, Lin; Lin, Dongdai; Liu, Renzhang
Sci China Inf Sci, 2022, 65(8): 189103
Keywords: group signature; hierarchical group signature; verifier-local revocation; generic construction; lattice-based cryptography
Cite as: Hou L, Lin D D, Liu R Z. Hierarchical group signature with verifier-local revocation revisited. Sci China Inf Sci, 2022, 65(8): 189103, doi: 10.1007/s11432-019-2709-7

计算机 信息安全 RESEARCH PAPER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Framework for understanding intention-unbreakable malware
Ji, Tiantian; Fang, Binxing; Cui, Xiang; Wang, Zhongru; Liao, Peng; Song, Shouyou
Sci China Inf Sci, 2023, 66(4): 142104
Keywords: malware; unbreakable property; modeling mechanism; accurate identification; intention concealment
Cite as: Ji T T, Fang B X, Cui X, et al. Framework for understanding intention-unbreakable malware. Sci China Inf Sci, 2023, 66(4): 142104, doi: 10.1007/s11432-021-3567-y

计算机 信息安全 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Resource investment for DDoS attack resistant SDN: a practical assessment
Yuan, Bin; Zhang, Fan; Wan, Jun; Zhao, Huan; Yu, Shui; Zou, Deqing; Hua, Qiangsheng; Jin, Hai
Sci China Inf Sci, 2023, 66(7): 172103
Keywords: SDN security; DDoS attacks; resource management; queueing theory; QoS
Cite as: Yuan B, Zhang F, Wan J, et al. Resource investment for DDoS attack resistant SDN: a practical assessment. Sci China Inf Sci, 2023, 66(7): 172103, doi: 10.1007/s11432-022-3593-7

计算机 信息安全 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Puncturable ciphertext-policy attribute-based encryption scheme for efficient and flexible user revocation
Ghopur, Dilxat; Ma, Jianfeng; Ma, Xindi; Miao, Yinbin; Hao, Jialu; Jiang, Tao
Sci China Inf Sci, 2023, 66(7): 172104
Keywords: ciphertext-policy attribute-based encryption; puncturable encryption; user revocation; outsource decryption; digital signature
Cite as: Ghopur D, Ma J F, Ma X D, et al. Puncturable ciphertext-policy attribute-based encryption scheme for efficient and flexible user revocation. Sci China Inf Sci, 2023, 66(7): 172104, doi: 10.1007/s11432-022-3585-9

计算机 信息安全 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Lattice-based autonomous path proxy re-encryption in the standard model
Xie, Wenli; Weng, Jian; Tong, Yao; Liang, Xiaojian; Yao, Lisha; Zhao, Feixiang
Sci China Inf Sci, 2023, 66(10): 202101
Keywords: autonomous path proxy re-encryption; proxy re-encryption; lattice-based cryptography; learning with errors; controlled delegation
Cite as: Xie W L, Weng J, Tong Y, et al. Lattice-based autonomous path proxy re-encryption in the standard model. Sci China Inf Sci, 2023, 66(10): 202101, doi: 10.1007/s11432-022-3612-6

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Model architecture level privacy leakage in neural networks
Yan Li, Hongyang Yan, Teng Huang, et al
Sci China Inf Sci, 2024, 67(3): 132101
Keywords: neural architecture search; data reconstruction attack; membership inference attack
Cite as: Yan Li, Hongyang Yan, Teng Huang, et al. Model architecture level privacy leakage in neural networks. Sci China Inf Sci, 2024, 67(3): 132101, doi: 10.1007/s11432-022-3507-7

计算机 其他 NEWS & VIEWS Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

Joint Funds of the National Natural Science Foundation of China: a review of information sciences between 2011 and 2020
Li, Zhilan; Zhang, Jinglin; Zhao, Shijie; Liu, Quan; Wang, Yan; Wang, Changrui
Sci China Inf Sci, 2021, 64(12): 227101
Keywords: nsfc; joint funds; information sciences; collaboration; key program projects; integrated projects
Cite as: Li Z L, Zhang J L, Zhao S J, et al. Joint Funds of the National Natural Science Foundation of China: a review of information sciences between 2011 and 2020. Sci China Inf Sci, 2021, 64(12): 227101, doi: 10.1007/s11432-021-3357-8

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Perspectives from the second Global Forum on Development of Computer Science
Yao, Andrew Chi-Chih; Yin, Xia; Liu, Yinqun; Li, Guoliang
Sci China Inf Sci, 2022, 65(7): 177101
Keywords: development of computer science; global forum; nature of computer science; computer science interdisciplinary; training programs
Cite as: Yao A C-C, Yin X, Liu Y Q, et al. Perspectives from the second Global Forum on Development of Computer Science. Sci China Inf Sci, 2022, 65(7): 177101, doi: 10.1007/s11432-021-3482-3

计算机 社会媒体 MOOP Video Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 8

Name disambiguation in Aminer
Zhang, Jing; Tang, Jie
Sci China Inf Sci, 2021, 64(4): 144101
Keywords: name disambiguation; academic network; graph embedding; outlier detection; clustering algorithm
Cite as: Zhang J, Tang J. Name disambiguation in Aminer. Sci China Inf Sci, 2021, 64(4): 144101, doi: 10.1007/s11432-019-9884-y

计算机 社会媒体 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 3

LECF: recommendation via learnable edge collaborative filtering
Xiao, Shitao; Shao, Yingxia; Li, Yawen; Yin, Hongzhi; Shen, Yanyan; Cui, Bin
Sci China Inf Sci, 2022, 65(1): 112101
Keywords: collaborative filtering; recommender system; implicit feedback; edge-edge similarity; line graph
Cite as: Xiao S T, Shao Y X, Li Y W, et al. LECF: recommendation via learnable edge collaborative filtering. Sci China Inf Sci, 2022, 65(1): 112101, doi: 10.1007/s11432-020-3274-6

计算机 社会媒体 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 2

Leveraging implicit social structures for recommendation via a Bayesian generative model
Liu, Huafeng; Wen, Jingxuan; Jing, Liping; Yu, Jian
Sci China Inf Sci, 2022, 65(4): 149104
Keywords: recommendation system; collaborative filtering; social recommendation; social networks; generative model
Cite as: Liu H F, Wen J X, Jing L P, et al. Leveraging implicit social structures for recommendation via a Bayesian generative model. Sci China Inf Sci, 2022, 65(4): 149104, doi: 10.1007/s11432-019-2884-0

计算机 社会媒体 LETTER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

Knowledge forest: a novel model to organize knowledge fragments
Zheng, Qinghua; Liu, Jun; Zeng, Hongwei; Guo, Zhaotong; Wu, Bei; Wei, Bifan
Sci China Inf Sci, 2021, 64(7): 179103
Keywords: knowledge organization; knowledge forest; facet tree; knowledge fragment; learning dependency; information overload; learning disorientation
Cite as: Zheng Q H, Liu J, Zeng H W, et al. Knowledge forest: a novel model to organize knowledge fragments. Sci China Inf Sci, 2021, 64(7): 179103, doi: 10.1007/s11432-018-9940-0

计算机 社会媒体 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

Quantifying the effects of long-term news on stock markets on the basis of the multikernel Hawkes process
Ding, Xiao; Shi, Jihao; Duan, Junwen; Qin, Bing; Liu, Ting
Sci China Inf Sci, 2021, 64(9): 192102
Keywords: hawkes process; multikernel function; stock market prediction; long-term news effects
Cite as: Ding X, Shi J H, Duan J W, et al. Quantifying the effects of long-term news on stock markets on the basis of the multikernel Hawkes process. Sci China Inf Sci, 2021, 64(9): 192102, doi: 10.1007/s11432-020-3064-4

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FairCF: fairness-aware collaborative filtering
Shao, Pengyang; Wu, Le; Chen, Lei; Zhang, Kun; Wang, Meng
Sci China Inf Sci, 2022, 65(12): 222102
Keywords: recommendation systems; fairness; adversarial learning
Cite as: Shao P Y, Wu L, Chen L, et al. FairCF: fairness-aware collaborative filtering. Sci China Inf Sci, 2022, 65(12): 222102, doi: 10.1007/s11432-020-3404-y

计算机 社会媒体 REVIEW Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

Survey on performance optimization for database systems
Huang, Shiyue; Qin, Yanzhao; Zhang, Xinyi; Tu, Yaofeng; Li, Zhongliang; Cui, Bin
Sci China Inf Sci, 2023, 66(2): 121102
Keywords: database management system; performance optimization; performance prediction; anomaly diagnosis; database tuning
Cite as: Huang S Y, Qin Y Z, Zhang X Y, et al. Survey on performance optimization for database systems. Sci China Inf Sci, 2023, 66(2): 121102, doi: 10.1007/s11432-021-3578-6

计算机 社会媒体 MOOP Video Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

XiaoMu: an AI-driven assistant for MOOCs
Song, Zhengyang; Tang, Jie; Liu, Tracy Xiao; Zheng, Wenjiang; Wu, Lili; Feng, Wenzheng; Zhang, Jing
Sci China Inf Sci, 2021, 64(6): 164101
Keywords: moocs; concept extraction; question answering; course recommendation; video navigation
Cite as: Song Z Y, Tang J, Liu T X, et al. XiaoMu: an AI-driven assistant for MOOCs. Sci China Inf Sci, 2021, 64(6): 164101, doi: 10.1007/s11432-019-9939-2

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Sampling informative context nodes for network embedding
Zhu, Danhao; Dai, Xin-Yu; Chen, Jiajun; Yin, Jie
Sci China Inf Sci, 2021, 64(11): 212104
Keywords: network embedding; representation learning; random walk; entropy; weighted entropy
Cite as: Zhu D H, Dai X-Y, Chen J J, et al. Sampling informative context nodes for network embedding. Sci China Inf Sci, 2021, 64(11): 212104, doi: 10.1007/s11432-019-2635-8

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Text information aggregation with centrality attention
Gong, Jingjing; Yan, Hang; Zheng, Yining; Guo, Qipeng; Qiu, Xipeng; Huang, Xuanjing
Sci China Inf Sci, 2021, 64(12): 222103
Keywords: information aggregation; eigen centrality; text classification; natural language processing; deep learning
Cite as: Gong J J, Yan H, Zheng Y N, et al. Text information aggregation with centrality attention. Sci China Inf Sci, 2021, 64(12): 222103, doi: 10.1007/s11432-019-1519-6

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Sentiment classification via user and product interactive modeling
Zhou, Xiabing; Wang, Zhongqing; Zhou, Min; Wang, Qifa; Li, Shoushan; Zhang, Min; Zhou, Guodong
Sci China Inf Sci, 2021, 64(12): 222104
Keywords: product review analysis; sentiment classification; interactive graph; graph convolutional network
Cite as: Zhou X B, Wang Z Q, Zhou M, et al. Sentiment classification via user and product interactive modeling. Sci China Inf Sci, 2021, 64(12): 222104, doi: 10.1007/s11432-020-3116-x

计算机 社会媒体 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

An affective chatbot with controlled specific emotion expression
Jiang, Chenglin; Zhang, Chunhong; Ji, Yang; Hu, Zheng; Zhan, Zhiqiang; Yang, Guanghua
Sci China Inf Sci, 2022, 65(10): 202102
Keywords: natural language generation; emotional chatbot; sequence-to-sequence; emotion distribution; emotion analysis
Cite as: Jiang C L, Zhang C H, Ji Y, et al. An affective chatbot with controlled specific emotion expression. Sci China Inf Sci, 2022, 65(10): 202102, doi: 10.1007/s11432-020-3356-4

计算机 社会媒体 RESEARCH PAPER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Cognition-driven multimodal personality classification
Gao, Xiaoya; Wang, Jingjing; Li, Shoushan; Zhang, Min; Zhou, Guodong
Sci China Inf Sci, 2022, 65(10): 202104
Keywords: cognitive psychology; personality classification; multimodal analysis; multi-agent reinforcement learning; agent-sharing mechanism
Cite as: Gao X Y, Wang J J, Li S S, et al. Cognition-driven multimodal personality classification. Sci China Inf Sci, 2022, 65(10): 202104, doi: 10.1007/s11432-020-3307-3

计算机 社会媒体 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Deep visual-linguistic fusion network considering cross-modal inconsistency for rumor detection
Yang, Yang; Bao, Ran; Guo, Weili; Zhan, De-Chuan; Yin, Yilong; Yang, Jian
Sci China Inf Sci, 2023, 66(12): 222102
Keywords: multimodal learning; Wasserstein distance; rumor detection
Cite as: Yang Y, Bao R, Guo W L, et al. Deep visual-linguistic fusion network considering cross-modal inconsistency for rumor detection. Sci China Inf Sci, 2023, 66(12): 222102, doi: 10.1007/s11432-021-3530-7

计算机 软件 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 17

How does working from home affect developer productivity? — A case study of Baidu during the COVID-19 pandemic
Bao, Lingfeng; Li, Tao; Xia, Xin; Zhu, Kaiyu; Li, Hui; Yang, Xiaohu
Sci China Inf Sci, 2022, 65(4): 142102
Keywords: working from home; developer productivity
Cite as: Bao L F, Li T, Xia X, et al. How does working from home affect developer productivity? — A case study of Baidu during the COVID-19 pandemic. Sci China Inf Sci, 2022, 65(4): 142102, doi: 10.1007/s11432-020-3278-4

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Jupiter: a modern federated learning platform for regional medical care
Xing, Ju; Tian, Jiadong; Jiang, Zexun; Cheng, Jiali; Yin, Hao
Sci China Inf Sci, 2021, 64(10): 202101
Keywords: federated learning; programming abstraction; sgx; high-performance
Cite as: Xing J, Tian J D, Jiang Z X, et al. Jupiter: a modern federated learning platform for regional medical care. Sci China Inf Sci, 2021, 64(10): 202101, doi: 10.1007/s11432-020-3062-8

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TZ-Container: protecting container from untrusted OS with ARM TrustZone
Hua, Zhichao; Yu, Yang; Gu, Jinyu; Xia, Yubin; Chen, Haibo; Zang, Binyu
Sci China Inf Sci, 2021, 64(9): 192101
Keywords: system software; system security; linux container; arm; arm trustzone
Cite as: Hua Z C, Yu Y, Gu J Y, et al. TZ-Container: protecting container from untrusted OS with ARM TrustZone. Sci China Inf Sci, 2021, 64(9): 192101, doi: 10.1007/s11432-019-2707-6

计算机 软件 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 3

Learning real-time automata
An, Jie; Wang, Lingtai; Zhan, Bohua; Zhan, Naijun; Zhang, Miaomiao
Sci China Inf Sci, 2021, 64(9): 192103
Keywords: automaton learning; active learning; real-time automata
Cite as: An J, Wang L T, Zhan B H, et al. Learning real-time automata. Sci China Inf Sci, 2021, 64(9): 192103, doi: 10.1007/s11432-019-2767-4

计算机 软件 PERSPECTIVE Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 3

Toward actionable testing of deep learning models
Xiong, Yingfei; Tian, Yongqiang; Liu, Yepang; Cheung, Shing-Chi
Sci China Inf Sci, 2023, 66(7): 176101
Keywords: Deep Learnin; Testing; Bug Fixing; Machine Translation; Image Classification; Numeric Bugs
Cite as: Xiong Y F, Tin Y Q, Liu Y P, et al. Toward actionable testing of deep learning models. Sci China Inf Sci, 2023, 66(7): 176101, doi: 10.1007/s11432-022-3580-5

计算机 软件 LETTER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 2

Predicting accepted pull requests in GitHub
Jiang, Jing; Zheng, Jiateng; Yang, Yun; Zhang, Li; Luo, Jie
Sci China Inf Sci, 2021, 64(7): 179105
Keywords: accepted pull request; prediction; code review; github; pull-based software development
Cite as: Jiang J, Zheng J T, Yang Y, et al. Predicting accepted pull requests in GitHub. Sci China Inf Sci, 2021, 64(7): 179105, doi: 10.1007/s11432-018-9823-4

计算机 软件 LETTER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 2

Matching weak informative ontologies
Wang, Peng; Xu, Baowen
Sci China Inf Sci, 2021, 64(12): 229101
Keywords: ontology matching; weak informative ontology; similarity propagation; semantic subgraph; ontology
Cite as: Wang P, Xu B W. Matching weak informative ontologies. Sci China Inf Sci, 2021, 64(12): 229101, doi: 10.1007/s11432-020-3214-2

计算机 软件 LETTER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 2

Teegraph: trusted execution environment and directed acyclic graph-based consensus algorithm for IoT blockchains
Fu, Xiang; Wang, Huaimin; Shi, Peichang; Ma, Xingkong; Zhang, Xunhui
Sci China Inf Sci, 2022, 65(3): 139104
Keywords: blockchain; dag; byzantine fault-tolerant; consensus algorithm; tee
Cite as: Fu X, Wang H M, Shi P C, et al. Teegraph: trusted execution environment and directed acyclic graph-based consensus algorithm for IoT blockchains. Sci China Inf Sci, 2022, 65(3): 139104, doi: 10.1007/s11432-019-1516-3

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A theoretic framework of bidirectional transformation between systems and models
He, Xiao; Hu, Zhenjiang; Meng, Na
Sci China Inf Sci, 2022, 65(10): 202103
Keywords: bidirectional transformation; system-model synchronization; change propagation; model-driven engineering; system edit
Cite as: He X, Hu Z J, Meng N. A theoretic framework of bidirectional transformation between systems and models. Sci China Inf Sci, 2022, 65(10): 202103, doi: 10.1007/s11432-020-3276-5

计算机 软件 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

Identifying change patterns of API misuses from code changes
Liu, Wenjian; Chen, Bihuan; Peng, Xin; Sun, Qinghao; Zhao, Wenyun
Sci China Inf Sci, 2021, 64(3): 132101
Keywords: api misuses; api mining; ast differencing; change patterns; bug fixing
Cite as: Liu W J, Chen B H, Peng X, et al. Identifying change patterns of API misuses from code changes. Sci China Inf Sci, 2021, 64(3): 132101, doi: 10.1007/s11432-019-2745-5

计算机 软件 LETTER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

DeepDir: a deep learning approach for API directive detection
Zhang, Jingxuan; Jiang, He; Lu, Shuai; Li, Ge; Chen, Xin
Sci China Inf Sci, 2021, 64(9): 199102
Keywords: api specification; api directive; deep learning; text classification; imbalanced learning
Cite as: Zhang J X, Jiang H, Lu S, et al. DeepDir: a deep learning approach for API directive detection. Sci China Inf Sci, 2021, 64(9): 199102, doi: 10.1007/s11432-019-1520-6

计算机 软件 NEWS & VIEWS Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

XiUOS: an open-source ubiquitous operating system for industrial Internet of Things
Cao, Donggang; Xue, Dongliang; Ma, Zhiyi; Mei, Hong
Sci China Inf Sci, 2022, 65(1): 117101
Keywords: ubiquitous operating system; industrial internet of things; intelligent manufacturing; cps; hcps
Cite as: Cao D G, Xue D L, Ma Z Y, et al. XiUOS: an open-source ubiquitous operating system for industrial Internet of Things. Sci China Inf Sci, 2022, 65(1): 117101, doi: 10.1007/s11432-021-3294-y

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BATON: symphony of random testing and concolic testing through machine learning and taint analysis
Chen, Bihuan; Liu, Yang; Peng, Xin; Wu, Yijian; Qin, Shengchao
Sci China Inf Sci, 2023, 66(3): 132101
Keywords: system testing; random testing; concolic testing
Cite as: Chen B H, Liu Y, Peng X, et al. BATON: symphony of random testing and concolic testing through machine learning and taint analysis. Sci China Inf Sci, 2023, 66(3): 132101, doi: 10.1007/s11432-020-3403-2

计算机 软件 LETTER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Why API documentation is insufficient for developers: an empirical study
Fan, Qiang; Yu, Yue; Wang, Tao; Yin, Gang; Wang, Huaimin
Sci China Inf Sci, 2021, 64(1): 119102
Keywords: api documentation; android; online survey; stack overflow; empirical study
Cite as: Fan Q, Yu Y, Wang T, et al. Why API documentation is insufficient for developers: an empirical study. Sci China Inf Sci, 2021, 64(1): 119102, doi: 10.1007/s11432-019-9880-8

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Toward accurate detection on change barriers
Lv, Tingting; Ren, Zhilei; Li, Xiaochen; Gao, Guojun; Jiang, He
Sci China Inf Sci, 2021, 64(3): 132102
Keywords: code smells; change barrier; logical regression; machine learning; software development
Cite as: Lv T T, Ren Z L, Li X C, et al. Toward accurate detection on change barriers. Sci China Inf Sci, 2021, 64(3): 132102, doi: 10.1007/s11432-019-2902-5

计算机 软件 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Revisiting the efficacy of weak consistencies: a study of forward checking
Li, Zhe; Yu, Zhezhou; Li, Hongbo; Guo, Jinsong; Li, Zhanshan
Sci China Inf Sci, 2021, 64(7): 179102
Keywords: constraint satisfaction problem; arc consistency; forward checking; stronger consistency; weaker consistency
Cite as: Li Z, Yu Z Z, Li H B, et al. Revisiting the efficacy of weak consistencies: a study of forward checking. Sci China Inf Sci, 2021, 64(7): 179102, doi: 10.1007/s11432-018-9877-x

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HAF: a hybrid annotation framework based on expert knowledge and learning technique
Li, Zhixing; Yu, Yue; Wang, Tao; Yin, Gang; Mao, Xinjun; Wang, Huaimin
Sci China Inf Sci, 2022, 65(1): 119105
Keywords: hybrid annotation framework; data annotation; expert knowledge; learning technique; labeled dataset
Cite as: Li Z X, Yu Y, Wang T, et al. HAF: a hybrid annotation framework based on expert knowledge and learning technique. Sci China Inf Sci, 2022, 65(1): 119105, doi: 10.1007/s11432-019-9891-5

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Towards characterizing bug fixes through dependency-level changes in Apache Java open source projects
Cui, Di; Fan, Lingling; Chen, Sen; Cai, Yuanfang; Zheng, Qinghua; Liu, Yang; Liu, Ting
Sci China Inf Sci, 2022, 65(7): 172101
Keywords: empirical software engineering; software maintenance; software evolution; software architecture; software design
Cite as: Cui D, Fan L L, Chen S, et al. Towards characterizing bug fixes through dependency-level changes in Apache Java open source projects. Sci China Inf Sci, 2022, 65(7): 172101, doi: 10.1007/s11432-020-3317-2

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Automated regression unit test generation for program merges
Ji, Tao; Chen, Liqian; Mao, Xiaoguang; Yi, Xin; Jiang, Jiahong
Sci China Inf Sci, 2022, 65(9): 199103
Keywords: regression testing; unit test generation; test oracles; program merges; merge conflicts
Cite as: Ji T, Chen L Q, Mao X G, et al. Automated regression unit test generation for program merges. Sci China Inf Sci, 2022, 65(9): 199103, doi: 10.1007/s11432-019-3020-4

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Cluster-preserving sampling algorithm for large-scale graphs
Zhang, Jianpeng; Chen, Hongchang; Yu, Dingjiu; Pei, Yulong; Deng, Yingjun
Sci China Inf Sci, 2023, 66(1): 112103
Keywords: graph sampling; clustering structure; top-leader nodes; expansion strategies; large-scale graphs
Cite as: Zhang J P, Chen H C, Yu D J, et al. Cluster-preserving sampling algorithm for large-scale graphs. Sci China Inf Sci, 2023, 66(1): 112103, doi: 10.1007/s11432-021-3370-4

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LPW: an efficient data-aware cache replacement strategy for Apache Spark
Li, Hui; Ji, Shuping; Zhong, Hua; Wang, Wei; Xu, Lijie; Tang, Zhen; Wei, Jun; Huang, Tao
Sci China Inf Sci, 2023, 66(1): 112104
Keywords: Spark; memory; cache replacement; least partition weight; data-aware
Cite as: Li H, Ji S P, Zhong H, et al. LPW: an efficient data-aware cache replacement strategy for Apache Spark. Sci China Inf Sci, 2023, 66(1): 112104, doi: 10.1007/s11432-021-3406-5

计算机 软件 RESEARCH PAPER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Context-aware API recommendation using tensor factorization
Zhou, Yu; Chen, Chen; Wang, Yongchao; Han, Tingting; Chen, Taolue
Sci China Inf Sci, 2023, 66(2): 122101
Keywords: API recommendation; tensor factorization; context awareness; word embedding; software development intelligent
Cite as: Zhou Y, Chen C, Wang Y C, et al. Context-aware API recommendation using tensor factorization. Sci China Inf Sci, 2023, 66(2): 122101, doi: 10.1007/s11432-021-3529-9

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LegoDroid: flexible Android app decomposition and instant installation
Liu, Yi; Ma, Yun; Xiao, Xusheng; Xie, Tao; Liu, Xuanzhe
Sci China Inf Sci, 2023, 66(4): 142103
Keywords: performance; software bloat; instant installation; mobile applications; program analysis
Cite as: Liu Y, Ma Y, Xiao X S, et al. LegoDroid: flexible Android app decomposition and instant installation. Sci China Inf Sci, 2023, 66(4): 142103, doi: 10.1007/s11432-021-3528-7

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A software-defined MAPE-K architecture for unmanned systems
Jiang, Mingyue; Zheng, Libin; Ding, Zuohua; Jin, Zhi
Sci China Inf Sci, 2023, 66(5): 159101
Keywords: software-defined architecture; unmanned systems; MAPE-K; metamodel; resource management
Cite as: Jiang M Y, Zheng L B, Ding Z H, et al. A software-defined MAPE-K architecture for unmanned systems. Sci China Inf Sci, 2023, 66(5): 159101, doi: 10.1007/s11432-020-3213-2

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Deep learning-based open API recommendation for Mashup development
Wang, Ye; Chen, Junwu; Huang, Qiao; Xia, Xin; Jiang, Bo
Sci China Inf Sci, 2023, 66(7): 172102
Keywords: Mashup development; open API recommendation; deep learning; neural network; service discovery
Cite as: Wang Y, Chen J W, Huang Q, et al. Deep learning-based open API recommendation for Mashup development. Sci China Inf Sci, 2023, 66(7): 172102, doi: 10.1007/s11432-021-3531-0

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ArgusDroid: detecting Android malware variants by mining permission-API knowledge graph
Bai, Yude; Chen, Sen; Xing, Zhenchang; Li, Xiaohong
Sci China Inf Sci, 2023, 66(9): 192101
Keywords: malicious behavior; Android document; knowledge graph; malware family variant; machine learning
Cite as: Bai Y D, Chen S, Xing Z C, et al. ArgusDroid: detecting Android malware variants by mining permission-API knowledge graph. Sci China Inf Sci, 2023, 66(9): 192101, doi: 10.1007/s11432-021-3414-7

From CAS & CAE Members
计算机 软件 REVIEW Webpage Webpage-cn SpringerLink Google Scholar

Categorizing methods for integrating machine learning with executable specifications
David Harel, Raz Yerushalmi, Assaf Marron, et al
Sci China Inf Sci, 2024, 67(1): 111101
Keywords: machine learning; artificial intelligence; grey box learning; domain knowledge; rules; behavioral programming; deep reinforcement learning; survey
Cite as: David Harel, Raz Yerushalmi, Assaf Marron, et al. Categorizing methods for integrating machine learning with executable specifications. Sci China Inf Sci, 2024, 67(1): 111101, doi: 10.1007/s11432-022-3826-6

Highly Cited Paper 控制 人工智能系统 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 58

Finite-time command filtered adaptive control for nonlinear systems via immersion and invariance
Yu, Jinpeng; Shi, Peng; Chen, Xinkai; Cui, Guozeng
Sci China Inf Sci, 2021, 64(9): 192202
Keywords: adaptive control; finite-time control; command-filtered backstepping; immersion and invariance
Cite as: Yu J P, Shi P, Chen X K, et al. Finite-time command filtered adaptive control for nonlinear systems via immersion and invariance. Sci China Inf Sci, 2021, 64(9): 192202, doi: 10.1007/s11432-020-3144-6

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A review of system modeling, assessment and operational optimization for integrated energy systems
Zhao, Jun; Chen, Long; Wang, Yinan; Liu, Quanli
Sci China Inf Sci, 2021, 64(9): 191201
Keywords: ies; system modeling; assessment; operational optimization; data-driven
Cite as: Zhao J, Chen L, Wang Y N, et al. A review of system modeling, assessment and operational optimization for integrated energy systems. Sci China Inf Sci, 2021, 64(9): 191201, doi: 10.1007/s11432-020-3176-x

控制 人工智能系统 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 11

Adaptive synchronization control of uncertain multiple USVs with prescribed performance and preserved connectivity
He, Shude; Dai, Shilu; Dong, Chao
Sci China Inf Sci, 2022, 65(9): 199201
Keywords: synchronization tracking control; unmanned surface vehicles; connectivity preservation; prescribed performance; adaptive control
Cite as: He S D, Dai S L, Dong C. Adaptive synchronization control of uncertain multiple USVs with prescribed performance and preserved connectivity. Sci China Inf Sci, 2022, 65(9): 199201, doi: 10.1007/s11432-020-3174-7

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Learning ultrasound scanning skills from human demonstrations
Deng, Xutian; Lei, Ziwei; Wang, Yi; Cheng, Wen; Guo, Zhao; Yang, Chenguang; Li, Miao
Sci China Inf Sci, 2022, 65(8): 184201
Keywords: robotic ultrasound; robotic skill learning; learning from demonstration; force control; compliant manipulation
Cite as: Deng X T, Lei Z W, Wang Y, et al. Learning ultrasound scanning skills from human demonstrations. Sci China Inf Sci, 2022, 65(8): 184201, doi: 10.1007/s11432-021-3363-0

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Target tracking algorithm based on a broad learning system
Zhang, Dan; Li, Tieshan; Chen, C. L. Philip; Yang, He
Sci China Inf Sci, 2022, 65(5): 154201
Keywords: target tracking; broad learning system; selective search algorithm; multi-cue tracking; tracking adaptability
Cite as: Zhang D, Li T S, Chen C L P, et al. Target tracking algorithm based on a broad learning system. Sci China Inf Sci, 2022, 65(5): 154201, doi: 10.1007/s11432-020-3272-y

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A machine learning surrogate modeling benchmark for temperature field reconstruction of heat source systems
Chen, Xiaoqian; Gong, Zhiqiang; Zhao, Xiaoyu; Zhou, Weien; Yao, Wen
Sci China Inf Sci, 2023, 66(5): 152203
Keywords: temperature field reconstruction; heat-source systems; computational modeling; temperature field reconstruction dataset; machine learning surrogate modeling; deep learning
Cite as: Chen X Q, Gong Z Q, Zhao X Y, et al. A machine learning surrogate modeling benchmark for temperature field reconstruction of heat source systems. Sci China Inf Sci, 2023, 66(5): 152203, doi: 10.1007/s11432-021-3645-4

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Wearable wireless real-time cerebral oximeter for measuring regional cerebral oxygen saturation
Si, Juanning; Zhang, Xin; Li, Meng; Yu, Jian; Zhang, Zhiyong; He, Qing; Chen, Shaohua; Zhu, Lianqing; Jiang, Tianzi
Sci China Inf Sci, 2021, 64(1): 112203
Keywords: near-infrared spectroscopy; cerebral oxygen saturation; oximeter; rso2; wearable
Cite as: Si J N, Zhang X, Li M, et al. Wearable wireless real-time cerebral oximeter for measuring regional cerebral oxygen saturation. Sci China Inf Sci, 2021, 64(1): 112203, doi: 10.1007/s11432-020-2995-5

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Performance analysis of fuzzy BLS using different cluster methods for classification
Feng, Shuang; Chen, C. L. Philip
Sci China Inf Sci, 2021, 64(4): 149205
Keywords: fuzzy broad learning system; clustering; fuzzy c-means; classification; tsk fuzzy system
Cite as: Feng S, Chen C L P. Performance analysis of fuzzy BLS using different cluster methods for classification. Sci China Inf Sci, 2021, 64(4): 149205, doi: 10.1007/s11432-018-9630-0

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A multi-mode multi-skill project scheduling reformulation for reconnaissance mission planning
Cai, Junqi; Peng, Zhihong; Liao, Sijian; Ding, Shuxin
Sci China Inf Sci, 2022, 65(6): 169201
Keywords: reconnaissance; rcpsp; multi-mode; multi-skill; scheduling; multi-agent system
Cite as: Cai J Q, Peng Z H, Liao S J, et al. A multi-mode multi-skill project scheduling reformulation for reconnaissance mission planning. Sci China Inf Sci, 2022, 65(6): 169201, doi: 10.1007/s11432-020-2990-y

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Car-following behavior modeling driven by small data sets based on mnemonic extreme gradient boosting framework
Lou, Baichuan; Li, Yufang; Lu, Xiaoding; Xu, Zhe
Sci China Inf Sci, 2022, 65(6): 169203
Keywords: car-following model; sparse data learning; xgboost; lstm; dynamic constraints
Cite as: Lou B C, Li Y F, Lu X D, et al. Car-following behavior modeling driven by small data sets based on mnemonic extreme gradient boosting framework. Sci China Inf Sci, 2022, 65(6): 169203, doi: 10.1007/s11432-020-3044-6

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Broad learning system based on the quantized minimum error entropy criterion
Zhang, Simin; Liu, Zhulin; Chen, C. L. Philip
Sci China Inf Sci, 2022, 65(12): 222203
Keywords: broad learning system; quantized minimum error entropy; robustness; minimum error entropy; convergence
Cite as: Zhang S M, Liu Z L, Chen C L P. Broad learning system based on the quantized minimum error entropy criterion. Sci China Inf Sci, 2022, 65(12): 222203, doi: 10.1007/s11432-022-3560-8

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Prior area searching for energy-based sound source localization
Gao, Feng; Cai, Yeyun; Deng, Fang; Yu, Chengpu; Chen, Jie
Sci China Inf Sci, 2022, 65(12): 222204
Keywords: prior area searching; sound source localization; adaptively initialization; iterative search; indoor environment
Cite as: Gao F, Cai Y Y, Deng F, et al. Prior area searching for energy-based sound source localization. Sci China Inf Sci, 2022, 65(12): 222204, doi: 10.1007/s11432-022-3568-2

控制 人工智能系统 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

Modeling for coke quality prediction using Gaussian function and SGA
Yuan, Yan; Qu, Qilin; Cao, Weihua; Wu, Min
Sci China Inf Sci, 2022, 65(1): 119202
Keywords: coke quality; gaussian function; prediction model; selection gene algorithm; vitrinite reflectance
Cite as: Yuan Y, Qu Q L, Cao W H, et al. Modeling for coke quality prediction using Gaussian function and SGA. Sci China Inf Sci, 2022, 65(1): 119202, doi: 10.1007/s11432-019-2640-y

控制 人工智能系统 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

A novel frequency-dependent hysteresis model based on improved neural Turing machine
Wu, Yinan; Fang, Yongchun; Fan, Zhi; Liu, Cunhuan
Sci China Inf Sci, 2023, 66(1): 119203
Keywords: piezoelectric actuator; hysteresis model; frequency-dependence; neural Turing machine; neural network
Cite as: Wu Y N, Fang Y C, Fan Z, et al. A novel frequency-dependent hysteresis model based on improved neural Turing machine. Sci China Inf Sci, 2023, 66(1): 119203, doi: 10.1007/s11432-020-3157-5

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Obstacle avoidance in human-robot cooperative transportation with force constraint
Zhang, Ying; Yang, Chenguang; Xu, Sheng; Ou, Yongsheng
Sci China Inf Sci, 2023, 66(1): 119205
Keywords: human-robot interaction; dynamic movement primitives; Gaussian mixture regression; GMR; collision avoidance; force constrain
Cite as: Zhang Y, Yang C G, Xu S, et al. Obstacle avoidance in human-robot cooperative transportation with force constraint. Sci China Inf Sci, 2023, 66(1): 119205, doi: 10.1007/s11432-021-3389-7

控制 人工智能系统 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Cuckoo search approach for automatic train regulation under capacity limitation
Hou, Zhuopu; Zhou, Min; Roberts, Clive; Dong, Hairong
Sci China Inf Sci, 2023, 66(4): 149204
Keywords: automatic train regulation; capacity limitation; cuckoo search algorithm; passenger flow information ; Train dwell time model
Cite as: Hou Z P, Zhou M, Roberts C, et al. Cuckoo search approach for automatic train regulation under capacity limitation. Sci China Inf Sci, 2023, 66(4): 149204, doi: 10.1007/s11432-020-3254-0

控制 人工智能系统 PERSPECTIVE Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Feedback is all you need: from ChatGPT to autonomous driving
Chen, Hong; Yuan, Kang; Huang, Yanjun; Guo, Lulu; Wang, Yulei; Chen, Jie
Sci China Inf Sci, 2023, 66(6): 166201
Keywords: feedback; human feedback; ChatGPT; autonomous driving; autonomous intelligent systems
Cite as: Chen H, Yuan K, Huang Y J, et al. Feedback is all you need: from ChatGPT to autonomous driving. Sci China Inf Sci, 2023, 66(6): 166201, doi: 10.1007/s11432-023-3740-x

控制 复杂网络与系统 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 23

Asymptotic multistability and local S-asymptotic ω-periodicity for the nonautonomous fractional-order neural networks with impulses
Kao, Yonggui; Li, Hui
Sci China Inf Sci, 2021, 64(1): 112207
Keywords: fractional-order neural networks; local s-asymptotic omega-periodicity; asymptotic multistability; impulse; nonautonomous
Cite as: Kao Y G, Li H. Asymptotic multistability and local S-asymptotic ω-periodicity for the nonautonomous fractional-order neural networks with impulses. Sci China Inf Sci, 2021, 64(1): 112207, doi: 10.1007/s11432-019-2821-x

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Minimal observability of Boolean networks
Liu, Yang; Zhong, Jie; Ho, Daniel W. C.; Gui, Weihua
Sci China Inf Sci, 2022, 65(5): 152203
Keywords: boolean networks; minimal observability; semi-tensor product
Cite as: Liu Y, Zhong J, Ho D W C, et al. Minimal observability of Boolean networks. Sci China Inf Sci, 2022, 65(5): 152203, doi: 10.1007/s11432-021-3365-2

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Final size of network epidemic models: properties and connections
Wang, Yi; Cao, Jinde
Sci China Inf Sci, 2021, 64(7): 179201
Keywords: epidemic models; complex networks; final size; degree distribution; control effort
Cite as: Wang Y, Cao J D. Final size of network epidemic models: properties and connections. Sci China Inf Sci, 2021, 64(7): 179201, doi: 10.1007/s11432-019-2656-2

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Complex network approach for the evaluation of asphalt pavement design and construction: a longitudinal study
Liu, Hanjie; Cao, Jinde; Huang, Wei; Shi, Xinli; Wang, Xudong
Sci China Inf Sci, 2022, 65(7): 172204
Keywords: complex network; asphalt pavement; structure evaluation; longitudinal; RIOHTrack
Cite as: Liu H J, Cao J D, Huang W, et al. Complex network approach for the evaluation of asphalt pavement design and construction: a longitudinal study. Sci China Inf Sci, 2022, 65(7): 172204, doi: 10.1007/s11432-021-3476-9

控制 复杂网络与系统 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 7

Aggregation method to reachability and optimal control of large-size Boolean control networks
Wang, Shuling; Li, Haitao
Sci China Inf Sci, 2023, 66(7): 179202
Keywords: semi-tensor product of matrices; Boolean control networks; reachability; Mayer-type optimal control; aggregation method
Cite as: Wang S L, Li H T. Aggregation method to reachability and optimal control of large-size Boolean control networks. Sci China Inf Sci, 2023, 66(7): 179202, doi: 10.1007/s11432-021-3388-y

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Finite-horizon resilient state estimation for complex networks with integral measurements from partial nodes
Hou, Nan; Li, Jiahui; Liu, Hongjian; Ge, Yuan; Dong, Hongli
Sci China Inf Sci, 2022, 65(3): 132205
Keywords: complex networks; finite-horizon h∞ partial-nodes-based state estimation; gain variations; backward recursive riccati difference equations; integral measurements
Cite as: Hou N, Li J H, Liu H J, et al. Finite-horizon resilient state estimation for complex networks with integral measurements from partial nodes. Sci China Inf Sci, 2022, 65(3): 132205, doi: 10.1007/s11432-020-3243-7

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Toward the minimum vertex cover of complex networks using distributed potential games
Chen, Jie; Li, Xiang
Sci China Inf Sci, 2023, 66(1): 112205
Keywords: minimum vertex cover; Nash equilibrium; convergence rate; scale-free network; random graph
Cite as: Chen J, Li X. Toward the minimum vertex cover of complex networks using distributed potential games. Sci China Inf Sci, 2023, 66(1): 112205, doi: 10.1007/s11432-021-3291-3

控制 复杂网络与系统 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 3

Social conformity creates consensus and strong diversity of Hegselmann-Krause opinion dynamics
Cheng, Chun; Yu, Changbin
Sci China Inf Sci, 2022, 65(2): 129202
Keywords: opinion dynamics; hegselmann-krause model; social network; conformity; multi-agent systems
Cite as: Cheng C, Yu C B. Social conformity creates consensus and strong diversity of Hegselmann-Krause opinion dynamics. Sci China Inf Sci, 2022, 65(2): 129202, doi: 10.1007/s11432-019-2788-5

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Stabilization of Boolean control networks with state-triggered impulses
Zhou, Rongpei; Guo, Yuqian; Liu, Xinzhi; Gui, Weihua
Sci China Inf Sci, 2022, 65(3): 132202
Keywords: boolean control networks; set stabilization; state-triggered impulses; hybrid-index model; semi-tensor product of matrices
Cite as: Zhou R P, Guo Y Q, Liu X Z, et al. Stabilization of Boolean control networks with state-triggered impulses. Sci China Inf Sci, 2022, 65(3): 132202, doi: 10.1007/s11432-020-3136-3

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The impact of information dissemination on vaccination in multiplex networks
Li, Xiao-Jie; Li, Cong; Li, Xiang
Sci China Inf Sci, 2022, 65(7): 172202
Keywords: evolutionary game theory; epidemic modeling; network dynamics
Cite as: Li X-J, Li C, Li X. The impact of information dissemination on vaccination in multiplex networks. Sci China Inf Sci, 2022, 65(7): 172202, doi: 10.1007/s11432-020-3076-1

控制 复杂网络与系统 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 2

Quasi-synchronization of bounded confidence opinion dynamics with a stochastic asynchronous rule
Su, Wei; Wang, Xue-Qiao; Chen, Ge; Shen, Kai
Sci China Inf Sci, 2022, 65(1): 119203
Keywords: opinion dynamics; multi-agent systems; social network; complex network; stochastic systems; swarm intelligence
Cite as: Su W, Wang X-Q, Chen G, et al. Quasi-synchronization of bounded confidence opinion dynamics with a stochastic asynchronous rule. Sci China Inf Sci, 2022, 65(1): 119203, doi: 10.1007/s11432-020-2950-x

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Asymptotical stability of continuous-time probabilistic logic networks based on transition rate
Li, Zhitao; Guo, Yuqian; Gui, Weihua
Sci China Inf Sci, 2023, 66(3): 132201
Keywords: asymptotical stability; continuous-time probabilistic logic network; semi-tensor product of matrices; set stability
Cite as: Li Z T, Guo Y Q, Gui W H. Asymptotical stability of continuous-time probabilistic logic networks based on transition rate. Sci China Inf Sci, 2023, 66(3): 132201, doi: 10.1007/s11432-021-3430-7

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A novel opinion model for complex macro-behaviors of mass opinion
Xing, Yu; Hong, Yiguang; Fang, Haitao
Sci China Inf Sci, 2021, 64(2): 129205
Keywords: social networks; opinion dynamics; degroot model; friedkin-johnson model; mass opinion; macro-behavior
Cite as: Xing Y, Hong Y G, Fang H T. A novel opinion model for complex macro-behaviors of mass opinion. Sci China Inf Sci, 2021, 64(2): 129205, doi: 10.1007/s11432-018-9616-x

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Variable-order fractional derivative rutting depth prediction of asphalt pavement based on the RIOHTrack full-scale track
Wang, Yu; Yan, Jiaojiao; Huang, Wei; Rutkowski, Leszek; Cao, Jinde
Sci China Inf Sci, 2023, 66(5): 152205
Keywords: RIOHTrack full-scale track; Caputo fractional derivative; variable-order fractional; modified Burgers model; rutting prediction
Cite as: Wang Y, Yan J J, Huang W, et al. Variable-order fractional derivative rutting depth prediction of asphalt pavement based on the RIOHTrack full-scale track. Sci China Inf Sci, 2023, 66(5): 152205, doi: 10.1007/s11432-022-3647-7

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Effective distributed algorithm for solving linear matrix equations
Cheng, Songsong; Lei, Jinlong; Zeng, Xianlin; Fan, Yuan; Hong, Yiguang
Sci China Inf Sci, 2023, 66(8): 189202
Keywords: distributed algorithm; linear matrix equation; linear rate; least squares solution; optimization
Cite as: Cheng S S, Lei J L, Zeng X L, et al. Effective distributed algorithm for solving linear matrix equations. Sci China Inf Sci, 2023, 66(8): 189202, doi: 10.1007/s11432-021-3485-0

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A novel policy iteration algorithm for solving the optimal consensus control problem of a discrete-time multiagent system with unknown dynamics
Xu, Wenkai; Wang, Li; Sun, Shiwen; Xia, Chengyi; Chen, Zengqiang
Sci China Inf Sci, 2023, 66(8): 189204
Keywords: discrete-time multiagent system; unknown dynamics; optimal consensus control; β-PI algorithm; reinforcement learning
Cite as: Xu W K, Wang L, Sun S W, et al. A novel policy iteration algorithm for solving the optimal consensus control problem of a discrete-time multiagent system with unknown dynamics. Sci China Inf Sci, 2023, 66(8): 189204, doi: 10.1007/s11432-021-3603-0

Special Topic: Control, Optimization, and Learning for Networked Systems
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Iterative learning security control for discrete-time systems subject to deception and DoS attacks
Xiong, Wenjun; Luo, Zijian; Wen, Guanghui; Yang, Tao
Sci China Inf Sci, 2023, 66(9): 190207
Keywords: cyber-attacks; iterative learning strategy; security control; convergence analysis; discrete time system
Cite as: Xiong W J, Luo Z J, Wen G H, et al. Iterative learning security control for discrete-time systems subject to deception and DoS attacks. Sci China Inf Sci, 2023, 66(9): 190207, doi: 10.1007/s11432-022-3684-x

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Fractional core-based collapse mechanism and structural optimization in complex systems
Si, Shubin; Lv, Changchun; Cai, Zhiqiang; Duan, Dongli; Kurths, Jurgen; Wang, Zhen
Sci China Inf Sci, 2023, 66(9): 192202
Keywords: collapse mechanism; tipping point; structural optimization; complex systems; phase transition
Cite as: Si S B, Lv C C, Cai Z Q, et al. Fractional core-based collapse mechanism and structural optimization in complex systems. Sci China Inf Sci, 2023, 66(9): 192202, doi: 10.1007/s11432-022-3731-x

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Cost effective approach to identify multiple influential spreaders based on the cycle structure in networks
Shi, Wenfeng; Xu, Shuqi; Fan, Tianlong; Lu, Linyuan
Sci China Inf Sci, 2023, 66(9): 192203
Keywords: multiple spreaders; basic cycle; complex network; cycle structure; spreading dynamics
Cite as: Shi W F, Xu S Q, Fan T L, et al. Cost effective approach to identify multiple influential spreaders based on the cycle structure in networks. Sci China Inf Sci, 2023, 66(9): 192203, doi: 10.1007/s11432-022-3715-4

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Quantum beetle antennae search: a novel technique for the constrained portfolio optimization problem
Khan, Ameer Tamoor; Cao, Xinwei; Li, Shuai; Hu, Bin; Katsikis, Vasilios N.
Sci China Inf Sci, 2021, 64(5): 152204
Keywords: quantum computing; beetle antennae search; portfolio selection; optimization; finance problem
Cite as: Khan A T, Cao X W, Li S, et al. Quantum beetle antennae search: a novel technique for the constrained portfolio optimization problem. Sci China Inf Sci, 2021, 64(5): 152204, doi: 10.1007/s11432-020-2894-9

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Distributed convex optimization for nonlinear multi-agent systems disturbed by a second-order stationary process over a digraph
Wang, Dong; Wang, Zhu; Wu, Zhaojing; Wang, Wei
Sci China Inf Sci, 2022, 65(3): 132201
Keywords: distributed optimization; random differential equations; stationary process; noise-to-state exponential stability
Cite as: Wang D, Wang Z, Wu Z J, et al. Distributed convex optimization for nonlinear multi-agent systems disturbed by a second-order stationary process over a digraph. Sci China Inf Sci, 2022, 65(3): 132201, doi: 10.1007/s11432-020-3111-4

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Distributed optimal consensus of second-order multi-agent systems
Sun, Hui; Liu, Yungang; Li, Fengzhong
Sci China Inf Sci, 2021, 64(10): 209201
Keywords: multi-agent systems; leader-following; consensus; global optimization; distributed optimal protocol
Cite as: Sun H, Liu Y G, Li F Z. Distributed optimal consensus of second-order multi-agent systems. Sci China Inf Sci, 2021, 64(10): 209201, doi: 10.1007/s11432-018-9879-3

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Small-signal stability and robustness analysis for microgrids under time-constrained DoS attacks and a mitigation adaptive secondary control method
Sun, Qiuye; Wang, Bingyu; Feng, Xiaomeng; Hu, Shiyan
Sci China Inf Sci, 2022, 65(6): 162202
Keywords: microgrid; hierarchical control architecture; cyber-physical system security; denial-of-service attack; adaptive secondary frequency control
Cite as: Sun Q Y, Wang B Y, Feng X M, et al. Small-signal stability and robustness analysis for microgrids under time-constrained DoS attacks and a mitigation adaptive secondary control method. Sci China Inf Sci, 2022, 65(6): 162202, doi: 10.1007/s11432-021-3290-3

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Distributed fixed step-size algorithm for dynamic economic dispatch with power flow limits
Wang, Kun; Fu, Zao; Xu, Qian; Chen, Duxin; Wang, Lei; Yu, Wenwu
Sci China Inf Sci, 2021, 64(1): 112202
Keywords: dynamic economic dispatch; distributed optimization; discrete-time algorithm; active power flow limit; transmission line loss
Cite as: Wang K, Fu Z, Xu Q, et al. Distributed fixed step-size algorithm for dynamic economic dispatch with power flow limits. Sci China Inf Sci, 2021, 64(1): 112202, doi: 10.1007/s11432-019-2638-2

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Observer-based self-triggered control for time-varying formation of multi-agent systems
Chai, Xiaofeng; Liu, Jian; Yu, Yao; Sun, Changyin
Sci China Inf Sci, 2021, 64(3): 132205
Keywords: multi-agent systems; time-varying formation; states observer; event-triggered
Cite as: Chai X F, Liu J, Yu Y, et al. Observer-based self-triggered control for time-varying formation of multi-agent systems. Sci China Inf Sci, 2021, 64(3): 132205, doi: 10.1007/s11432-019-2815-7

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Robust adaptive time-varying region tracking control of multi-robot systems
Fu, Junjie; Lv, Yuezu; Yu, Wenwu
Sci China Inf Sci, 2023, 66(5): 159202
Keywords: multi-robot system; region tracking; robust control; adaptive control; distributed control
Cite as: Fu J J, Lv Y Z, Yu W W. Robust adaptive time-varying region tracking control of multi-robot systems. Sci China Inf Sci, 2023, 66(5): 159202, doi: 10.1007/s11432-020-3299-2

控制 分布式控制与优化 RESEARCH PAPER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 7

Interactive multiobjective evolutionary algorithm based on decomposition and compression
Chen, Lu; Xin, Bin; Chen, Jie
Sci China Inf Sci, 2021, 64(10): 202201
Keywords: multiobjective optimization; interactive decision making; preference incorporation; decomposition; compression
Cite as: Chen L, Xin B, Chen J. Interactive multiobjective evolutionary algorithm based on decomposition and compression. Sci China Inf Sci, 2021, 64(10): 202201, doi: 10.1007/s11432-020-3092-y

控制 分布式控制与优化 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 6

Is fully distributed adaptive protocol applicable to graphs containing a directed spanning tree?
Lv, Yuezu; Li, Zhongkui
Sci China Inf Sci, 2022, 65(8): 189203
Keywords: multi-agent system; consensus; fully distributed adaptive protocol; directed spanning tree; robust protocol design
Cite as: Lv Y Z, Li Z K. Is fully distributed adaptive protocol applicable to graphs containing a directed spanning tree?. Sci China Inf Sci, 2022, 65(8): 189203, doi: 10.1007/s11432-020-3129-1

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Multi-objective energy management for PHEV using Pontryagin's minimum principle and particle swarm optimization online
Wang, Yuying; Jiao, Xiaohong
Sci China Inf Sci, 2021, 64(1): 119204
Keywords: plug-in hybrid electric vehicle; energy management strategy; multi-objective; pontryagin's minimum principle; particle swarm optimization
Cite as: Wang Y Y, Jiao X H. Multi-objective energy management for PHEV using Pontryagin's minimum principle and particle swarm optimization online. Sci China Inf Sci, 2021, 64(1): 119204, doi: 10.1007/s11432-018-9595-3

控制 分布式控制与优化 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 4

Achieving geometric convergence for distributed optimization with Barzilai-Borwein step sizes
Gao, Juan; Liu, Xin-Wei; Dai, Yu-Hong; Huang, Yakui; Yang, Peng
Sci China Inf Sci, 2022, 65(4): 149204
Keywords: distributed optimization; multi-agent network; barzilai-borwein step sizes; optimization algorithms; convergence rate
Cite as: Gao J, Liu X-W, Dai Y-H, et al. Achieving geometric convergence for distributed optimization with Barzilai-Borwein step sizes. Sci China Inf Sci, 2022, 65(4): 149204, doi: 10.1007/s11432-020-3256-x

控制 分布式控制与优化 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 4

Distributed quantized mirror descent for strongly convex optimization over time-varying directed graph
Xiong, Menghui; Zhang, Baoyong; Yuan, Deming; Xu, Shengyuan
Sci China Inf Sci, 2022, 65(10): 202202
Keywords: distributed convex optimization; strongly convex optimization; mirror descent; quantized communication; Bregman divergence
Cite as: Xiong M H, Zhang B Y, Yuan D M, et al. Distributed quantized mirror descent for strongly convex optimization over time-varying directed graph. Sci China Inf Sci, 2022, 65(10): 202202, doi: 10.1007/s11432-020-3275-3

Special Topic: Entanglement of Control and Optimization
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Data-driven cooperative optimal output regulation for linear discrete-time multi-agent systems by online distributed adaptive internal model approach
Xie, Kedi; Jiang, Yi; Yu, Xiao; Lan, Weiyao
Sci China Inf Sci, 2023, 66(7): 170202
Keywords: adaptive dynamic programming; cooperative control; distributed adaptive internal model; multi-agent systems; optimal output regulation
Cite as: Xie K D, Jiang Y, Yu X, et al. Data-driven cooperative optimal output regulation for linear discrete-time multi-agent systems by online distributed adaptive internal model approach. Sci China Inf Sci, 2023, 66(7): 170202, doi: 10.1007/s11432-022-3687-1

控制 分布式控制与优化 LETTER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 2

Finite-time distributed projection scheme for intersections of convex sets
Yang, Zhengquan; Zhang, Qing; Chen, Zengqiang
Sci China Inf Sci, 2021, 64(9): 199203
Keywords: multi-agent systems; intersections of convex sets; distributed optimization; finite-time; consensus
Cite as: Yang Z Q, Zhang Q, Chen Z Q. Finite-time distributed projection scheme for intersections of convex sets. Sci China Inf Sci, 2021, 64(9): 199203, doi: 10.1007/s11432-018-9853-9

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Observer-based distributed consensus for nonlinear multi-agent systems with limited data rate
Zhang, Jing; Liu, Shuai; Zhang, Xianfu
Sci China Inf Sci, 2022, 65(9): 192204
Keywords: nonlinear multi-agent systems; uniform quantizer; logarithmic quantizer; dynamic gain; δ-asymptotic distributed consensus
Cite as: Zhang J, Liu S, Zhang X F. Observer-based distributed consensus for nonlinear multi-agent systems with limited data rate. Sci China Inf Sci, 2022, 65(9): 192204, doi: 10.1007/s11432-020-3239-2

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Distributed optimization with Markovian switching targets and stochastic observation noises with applications to DC microgrids
Xie, Siyu; Wang, Leyi; Nazari, Masoud H.; Yin, George; Li, Gun
Sci China Inf Sci, 2022, 65(12): 222205
Keywords: constraint optimization; noisy observation; output variation; Markovian switching target; distributed algorithm; DC microgrid
Cite as: Xie S Y, Wang L Y, Nazari M H, et al. Distributed optimization with Markovian switching targets and stochastic observation noises with applications to DC microgrids. Sci China Inf Sci, 2022, 65(12): 222205, doi: 10.1007/s11432-022-3582-5

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The greedy crowd and smart leaders: a hierarchical strategy selection game with learning protocol
Guo, Linghui; Liu, Zhongxin; Chen, Zengqiang
Sci China Inf Sci, 2021, 64(3): 132206
Keywords: multi-agent system; reinforcement learning; game theory; complex network; bipartite graph
Cite as: Guo L H, Liu Z X, Chen Z Q. The greedy crowd and smart leaders: a hierarchical strategy selection game with learning protocol. Sci China Inf Sci, 2021, 64(3): 132206, doi: 10.1007/s11432-019-2825-y

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Nonlinear output-feedback tracking in multiagent systems with an unknown leader and directed communication
Wang, Xinghu; Su, Youfeng; Xu, Dabo
Sci China Inf Sci, 2021, 64(12): 222202
Keywords: multiagent systems; internal model; unknown leaders; output regulation; output-feedback
Cite as: Wang X H, Su Y F, Xu D B. Nonlinear output-feedback tracking in multiagent systems with an unknown leader and directed communication. Sci China Inf Sci, 2021, 64(12): 222202, doi: 10.1007/s11432-020-3108-6

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Randomized difference-based gradient-free algorithm for distributed resource allocation
Geng, Xiaoxue; Zhao, Wenxiao
Sci China Inf Sci, 2022, 65(4): 142205
Keywords: resource allocation; distributed algorithm; randomized difference
Cite as: Geng X X, Zhao W X. Randomized difference-based gradient-free algorithm for distributed resource allocation. Sci China Inf Sci, 2022, 65(4): 142205, doi: 10.1007/s11432-020-3147-2

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Stabilization of a class of congestion games via intermittent control
Jiang, Kaichen; Wang, Jinhuan
Sci China Inf Sci, 2022, 65(4): 149203
Keywords: semi-tensor product of matrices; weighted congestion game; evolutionary dynamics; intermittent control; nash equilibrium
Cite as: Jiang K C, Wang J H. Stabilization of a class of congestion games via intermittent control. Sci China Inf Sci, 2022, 65(4): 149203, doi: 10.1007/s11432-019-3042-4

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Multi-objective optimization for 10-kW rated power dynamic wireless charging systems of electric vehicles
Zhou, Ze; Liu, Zhitao; Su, Hongye; Zhang, Liyan
Sci China Inf Sci, 2022, 65(10): 202201
Keywords: dynamic wireless charging; electric vehicles; multi-objective optimization; constrained adaptive particle swarm optimization
Cite as: Zhou Z, Liu Z T, Su H Y, et al. Multi-objective optimization for 10-kW rated power dynamic wireless charging systems of electric vehicles. Sci China Inf Sci, 2022, 65(10): 202201, doi: 10.1007/s11432-020-3255-5

控制 分布式控制与优化 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

A quadratic convex framework with bigger freedom for the stability analysis of a cyber-physical microgrid system
He, Jing; Liang, Yan; Hao, Xiaohui; Yang, Feisheng; Pan, Quan
Sci China Inf Sci, 2023, 66(2): 122202
Keywords: cyber-physical microgrid; load frequency control; quadratic convex framework; stability analysis
Cite as: He J, Liang Y, Hao X H, et al. A quadratic convex framework with bigger freedom for the stability analysis of a cyber-physical microgrid system. Sci China Inf Sci, 2023, 66(2): 122202, doi: 10.1007/s11432-021-3433-8

Special Topic: Entanglement of Control and Optimization
控制 分布式控制与优化 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

Reinforcement learning-based unknown reference tracking control of HMASs with nonidentical communication delays
Xu, Yong; Wu, Zheng-Guang; Che, Wei-Wei; Meng, Deyuan
Sci China Inf Sci, 2023, 66(7): 170203
Keywords: heterogeneous multiagent systems; HMAS; reinforcement learning; RL; optimal output syn- chronization; communication delays
Cite as: Xu Y, Wu Z-G, Che W-W, et al. Reinforcement learning-based unknown reference tracking control of HMASs with nonidentical communication delays. Sci China Inf Sci, 2023, 66(7): 170203, doi: 10.1007/s11432-022-3729-7

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Consensus of hybrid linear multi-agent systems with periodic jumps
Zhang, Ying; Su, Youfeng
Sci China Inf Sci, 2023, 66(7): 179204
Keywords: Multi-agent systems; Consensus; Hybrid systems; Hybrid output feedback; Cooperative control
Cite as: Zhang Y, Su Y F. Consensus of hybrid linear multi-agent systems with periodic jumps. Sci China Inf Sci, 2023, 66(7): 179204, doi: 10.1007/s11432-021-3413-x

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Rating-protocol optimization for blockchain-enabled hybrid energy trading in smart grids
Bao, Zheng; Tang, Changbing; Lin, Feilong; Zheng, Zhonglong; Yu, Xinghuo
Sci China Inf Sci, 2023, 66(5): 159205
Keywords: blockchain; smart grid; rating protocol; incentive mechanism; hybrid trading
Cite as: Bao Z, Tang C B, Lin F L, et al. Rating-protocol optimization for blockchain-enabled hybrid energy trading in smart grids. Sci China Inf Sci, 2023, 66(5): 159205, doi: 10.1007/s11432-021-3390-7

控制 分布式控制与优化 MOOP Supplementary Video Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Fully distributed event-triggered affine formation maneuver control over directed graphs
Chang, Zeze; Song, Weihao; Wang, Junjie; Li, Zhongkui
Sci China Inf Sci, 2023, 66(6): 164201
Keywords: formation control; event-triggered control; multi-agent systems; fully distributed control; directed graph
Cite as: Chang Z Z, Song W H, Wang J J, et al. Fully distributed event-triggered affine formation maneuver control over directed graphs. Sci China Inf Sci, 2023, 66(6): 164201, doi: 10.1007/s11432-022-3638-9

Special Topic: Entanglement of Control and Optimization
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Reinforcement learning for optimal tracking of large-scale systems with multitime scales
Li, Jinna; Nie, Hao; Chai, Tianyou; Lewis, Frank L.
Sci China Inf Sci, 2023, 66(7): 170201
Keywords: reinforcement learning; singular perturbation; multitime scales; data-driven control
Cite as: Li J N, Nie H, Chai T Y, et al. Reinforcement learning for optimal tracking of large-scale systems with multitime scales. Sci China Inf Sci, 2023, 66(7): 170201, doi: 10.1007/s11432-022-3796-2

Special Topic: Entanglement of Control and Optimization
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Predefined-time distributed multiobjective optimization for network resource allocation
Zhang, Kunpeng; Xu, Lei; Yi, Xinlei; Ding, Zhengtao; Johansson, Karl H.; Chai, Tianyou; Yang, Tao
Sci China Inf Sci, 2023, 66(7): 170204
Keywords: distributed optimization; multiobjective optimization; predefined-time algorithms; time-based generators; weighted Lp preference index
Cite as: Zhang K P, Xu L, Yi X L, et al. Predefined-time distributed multiobjective optimization for network resource allocation. Sci China Inf Sci, 2023, 66(7): 170204, doi: 10.1007/s11432-022-3791-8

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A model predictive control strategy with switching cost functions for cooperative operation of trains
Zhang, Zixuan; Song, Haifeng; Wang, Hongwei; Liu, Ling; Dong, Hairong
Sci China Inf Sci, 2023, 66(7): 172206
Keywords: cooperative control; switching cost functions; model predictive control; automatic train operation; railway train
Cite as: Zhang Z X, Song H F, Wang H W, et al. A model predictive control strategy with switching cost functions for cooperative operation of trains. Sci China Inf Sci, 2023, 66(7): 172206, doi: 10.1007/s11432-022-3662-x

Special Topic: Control, Optimization, and Learning for Networked Systems
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Sampled-data bipartite containment control over a network of wave equations
Chen, Yining; Zuo, Zhiqiang; Wang, Yijing
Sci China Inf Sci, 2023, 66(9): 190202
Keywords: bipartite containment control; sampled-data control; multi-agent system; partial differential equation
Cite as: Chen Y N, Zuo Z Q, Wang Y J. Sampled-data bipartite containment control over a network of wave equations. Sci China Inf Sci, 2023, 66(9): 190202, doi: 10.1007/s11432-022-3747-2

Special Topic: Control, Optimization, and Learning for Networked Systems
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Secure cooperative output regulation for linear parameter-varying systems under DoS attacks: a resilient observer approach
Fu, Chengcheng; Zhang, Hao; Huang, Chao; Wang, Zhuping; Yan, Huaicheng
Sci China Inf Sci, 2023, 66(9): 190203
Keywords: cooperative output regulation; heterogeneous multi-agent systems; DoS attacks; linear parameter-varying systems
Cite as: Fu C C, Zhang H, Huang C, et al. Secure cooperative output regulation for linear parameter-varying systems under DoS attacks: a resilient observer approach. Sci China Inf Sci, 2023, 66(9): 190203, doi: 10.1007/s11432-022-3792-5

Special Topic: Control, Optimization, and Learning for Networked Systems
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Leaderless output sign consensus of heterogeneous multi-agent systems over switching signed graphs
Meng, Yihan; Zhang, Hongwei; Wu, Aiguo
Sci China Inf Sci, 2023, 66(9): 190208
Keywords: distributed observer; heterogeneous multi-agent system; sign consensus; switching signed graph; leaderless consensus
Cite as: Meng Y H, Zhang H W, Wu A G. Leaderless output sign consensus of heterogeneous multi-agent systems over switching signed graphs. Sci China Inf Sci, 2023, 66(9): 190208, doi: 10.1007/s11432-022-3776-5

Special Topic: Control, Optimization, and Learning for Networked Systems
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Distributed model-free adaptive predictive control of traffic lights for multiple interconnected intersections
Ru, Xinfeng; Mei, Chenyi; Xia, Weiguo; Shi, Peng
Sci China Inf Sci, 2023, 66(9): 190209
Keywords: data-driven control; interconnected system; traffic light control; prediction control; adaptive predictive control
Cite as: Ru X F, Mei C Y, Xia W G, et al. Distributed model-free adaptive predictive control of traffic lights for multiple interconnected intersections. Sci China Inf Sci, 2023, 66(9): 190209, doi: 10.1007/s11432-022-3825-4

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A zeroth-order algorithm for distributed optimization with stochastic stripe observations
Wang, Yinghui; Zeng, Xianlin; Zhao, Wenxiao; Hong, Yiguang
Sci China Inf Sci, 2023, 66(9): 199202
Keywords: distributed algorithm; stochastic; stripe observations; zeroth-order method; distributed optimization
Cite as: Wang Y H, Zeng X L, Zhao W X, et al. A zeroth-order algorithm for distributed optimization with stochastic stripe observations. Sci China Inf Sci, 2023, 66(9): 199202, doi: 10.1007/s11432-022-3637-y

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Adaptive leader-following attitude consensus of multiple rigid body systems with resilience to communication link faults
Su, Housheng; Li, Zhuohang
Sci China Inf Sci, 2023, 66(10): 209201
Keywords: Consensus; Communication link faults; Rigid body systems; Attitude consensus; Resilience
Cite as: Su H S, Li Z H. Adaptive leader-following attitude consensus of multiple rigid body systems with resilience to communication link faults. Sci China Inf Sci, 2023, 66(10): 209201, doi: 10.1007/s11432-021-3689-6

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Structure-free containment control for uncertain underactuated multiple Euler-Lagrange systems
Su, Housheng; Wu, Yali; Zhang, Liren; Chen, Xia
Sci China Inf Sci, 2023, 66(11): 212203
Keywords: Euler-Lagrange systems; underactuated system; containment control; adaptive-robust control
Cite as: Su H S, Wu Y L, Zhang L R, et al. Structure-free containment control for uncertain underactuated multiple Euler-Lagrange systems. Sci China Inf Sci, 2023, 66(11): 212203, doi: 10.1007/s11432-022-3711-1

控制 故障诊断与控制系统安全 LETTER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 32

Fault diagnosis of high-speed train bogie based on LSTM neural network
Huang, Deqing; Fu, Yuanzhe; Qin, Na; Gao, Shibin
Sci China Inf Sci, 2021, 64(1): 119203
Keywords: high-speed train; bogie; long-short-term memory; lstm; fault diagnosis; recurrent neural network; rnn
Cite as: Huang D Q, Fu Y Z, Qin N, et al. Fault diagnosis of high-speed train bogie based on LSTM neural network. Sci China Inf Sci, 2021, 64(1): 119203, doi: 10.1007/s11432-018-9543-8

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New health-state assessment model based on belief rule base with interpretability
Zhou, Zhijie; Cao, You; Hu, Guanyu; Zhang, Youmin; Tang, Shuaiwen; Chen, Yuan
Sci China Inf Sci, 2021, 64(7): 172214
Keywords: health-state assessment; belief rule base; interpretability; complex systems
Cite as: Zhou Z J, Cao Y, Hu G Y, et al. New health-state assessment model based on belief rule base with interpretability. Sci China Inf Sci, 2021, 64(7): 172214, doi: 10.1007/s11432-020-3001-7

控制 故障诊断与控制系统安全 REVIEW Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 12

Stochastic process-based degradation modeling and RUL prediction: from Brownian motion to fractional Brownian motion
Zhang, Hanwen; Chen, Maoyin; Shang, Jun; Yang, Chunjie; Sun, Youxian
Sci China Inf Sci, 2021, 64(7): 171201
Keywords: remaining useful life; degradation model; brownian motion; fractional brownian motion; long-range dependence
Cite as: Zhang H W, Chen M Y, Shang J, et al. Stochastic process-based degradation modeling and RUL prediction: from Brownian motion to fractional Brownian motion. Sci China Inf Sci, 2021, 64(7): 171201, doi: 10.1007/s11432-020-3134-8

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Bumpless transfer fault detection for switched systems: a state-dependent switching approach
Zong, Guangdeng; Huang, Chunxiao; Yang, Dong
Sci China Inf Sci, 2021, 64(7): 172208
Keywords: bumpless transfer; fault detection; multiple lyapunov functions; state-dependent switching law; switched systems
Cite as: Zong G D, Huang C X, Yang D. Bumpless transfer fault detection for switched systems: a state-dependent switching approach. Sci China Inf Sci, 2021, 64(7): 172208, doi: 10.1007/s11432-020-3036-9

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Fault diagnosis of industrial process based on the optimal parametric t-distributed stochastic neighbor embedding
Jia, Ruixue; Wang, Jing; Zhou, Jinglin
Sci China Inf Sci, 2021, 64(5): 159204
Keywords: industrial process; fault classification; parametric t-sne; nonlinear dimension reduction; fault diagnosis
Cite as: Jia R X, Wang J, Zhou J L. Fault diagnosis of industrial process based on the optimal parametric t-distributed stochastic neighbor embedding. Sci China Inf Sci, 2021, 64(5): 159204, doi: 10.1007/s11432-018-9807-7

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A joint order-replacement policy for deteriorating components with reliability constraint
Si, Xiaosheng; Hu, Changhua; Li, Tianmei; Zhang, Qi
Sci China Inf Sci, 2021, 64(8): 189203
Keywords: prognostics; remaining useful life; replacement; spare part ordering; degradation model
Cite as: Si X S, Hu C H, Li T M, et al. A joint order-replacement policy for deteriorating components with reliability constraint. Sci China Inf Sci, 2021, 64(8): 189203, doi: 10.1007/s11432-018-9804-9

控制 故障诊断与控制系统安全 PERSPECTIVE Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 7

Privacy security in control systems
Zhang, Jifeng; Tan, Jianwei; Wang, Jimin
Sci China Inf Sci, 2021, 64(7): 176201
Keywords: privacy security; control systems; privacy preserving; privacy security in control systems; reliability
Cite as: Zhang J F, Tan J W, Wang J M. Privacy security in control systems. Sci China Inf Sci, 2021, 64(7): 176201, doi: 10.1007/s11432-020-3240-8

控制 故障诊断与控制系统安全 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 7

Resilient observer-based event-triggered control for cyber-physical systems under asynchronous denial-of-service attacks
Zhang, Yifang; Wu, Zhengguang; Wu, Zongze; Meng, Deyuan
Sci China Inf Sci, 2022, 65(4): 142203
Keywords: cyber-physical systems; input-to-state stability; asynchronous dos attacks; h∞ observer; event-triggered control
Cite as: Zhang Y F, Wu Z G, Wu Z Z, et al. Resilient observer-based event-triggered control for cyber-physical systems under asynchronous denial-of-service attacks. Sci China Inf Sci, 2022, 65(4): 142203, doi: 10.1007/s11432-020-3190-2

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Active event-driven reliable defense control for interconnected nonlinear systems under actuator faults and denial-of-service attacks
GUO, Bin; DIAN, Songyi; ZHAO, Tao
Sci China Inf Sci, 2022, 65(6): 162205
Keywords: interconnected nonlinear system; actuator fault; DoS attack; disturbance; fault-tolerant control; event-driven control
Cite as: Guo B, Dian S Y, Zhao T. Active event-driven reliable defense control for interconnected nonlinear systems under actuator faults and denial-of-service attacks. Sci China Inf Sci, 2022, 65(6): 162205, doi: 10.1007/s11432-021-3397-2

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Fault detection for a class of linear systems with integral measurements
Zhu, Xiaoqiang; Liu, Yang; Fang, Jingzhong; Zhong, Maiying
Sci China Inf Sci, 2021, 64(3): 132207
Keywords: fault detection; linear discrete-time systems; integral measurements; parity space; optimization problem
Cite as: Zhu X Q, Liu Y, Fang J Z, et al. Fault detection for a class of linear systems with integral measurements. Sci China Inf Sci, 2021, 64(3): 132207, doi: 10.1007/s11432-019-2944-3

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Event trigger-based adaptive sliding mode fault-tolerant control for dynamic systems
Guo, Bin; Chen, Yong; Zhou, Anjian
Sci China Inf Sci, 2021, 64(6): 169205
Keywords: actuator fault; fault-tolerant control; event-triggered control; sliding mode control; composite observer
Cite as: Guo B, Chen Y, Zhou A J. Event trigger-based adaptive sliding mode fault-tolerant control for dynamic systems. Sci China Inf Sci, 2021, 64(6): 169205, doi: 10.1007/s11432-019-2681-1

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Optimal replacement of degrading components: a control-limit policy
Si, Xiaosheng; Li, Tianmei; Zhang, Qi
Sci China Inf Sci, 2021, 64(10): 209205
Keywords: degradation; condition based maintenance; prognostics; life prediction; replacement
Cite as: Si X S, Li T M, Zhang Q. Optimal replacement of degrading components: a control-limit policy. Sci China Inf Sci, 2021, 64(10): 209205, doi: 10.1007/s11432-019-9949-6

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Unknown-input-observer-based approach to dynamic event-triggered fault estimation for Markovian jump systems with time-varying delays
Du, Xiaoting; Zou, Lei; Zhao, Zhongyi; Wang, Yezheng; Zhong, Maiying
Sci China Inf Sci, 2022, 65(3): 132203
Keywords: fault estimation; unknown input observer; markovian jump systems; dynamic event-triggered mechanism; time-varying delays
Cite as: Du X T, Zou L, Zhao Z Y, et al. Unknown-input-observer-based approach to dynamic event-triggered fault estimation for Markovian jump systems with time-varying delays. Sci China Inf Sci, 2022, 65(3): 132203, doi: 10.1007/s11432-020-3178-3

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Incipient fault diagnosis on active disturbance rejection control
Huang, Darong; Hua, Xingxing; Mi, Bo; Liu, Yang; Zhang, Zhenyuan
Sci China Inf Sci, 2022, 65(9): 199202
Keywords: active disturbance rejection control; fault diagnosis; disturbance; abrupt incipient fault; soft incipient fault
Cite as: Huang D R, Hua X X, Mi B, et al. Incipient fault diagnosis on active disturbance rejection control. Sci China Inf Sci, 2022, 65(9): 199202, doi: 10.1007/s11432-020-3154-5

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Online remaining-useful-life estimation with a Bayesian-updated expectation-conditional-maximization algorithm and a modified Bayesian-model-averaging method
Yu, Yong; Si, Xiaosheng; Hu, Changhua; Zheng, Jianfei; Zhang, Jianxun
Sci China Inf Sci, 2021, 64(1): 112205
Keywords: online rul estimation; parameter uncertainty; model uncertainty; bayesian method; ecm algorithm; bayesian model averaging
Cite as: Yu Y, Si X S, Hu C H, et al. Online remaining-useful-life estimation with a Bayesian-updated expectation-conditional-maximization algorithm and a modified Bayesian-model-averaging method. Sci China Inf Sci, 2021, 64(1): 112205, doi: 10.1007/s11432-019-2724-5

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A novel kind of sufficient conditions for safety judgement based on control barrier function
Zhu, Zheren; Chai, Yi; Yang, Zhimin
Sci China Inf Sci, 2021, 64(9): 199205
Keywords: safety criterion; control barrier function; fault safety; complex system; sufficient condition
Cite as: Zhu Z R, Chai Y, Yang Z M. A novel kind of sufficient conditions for safety judgement based on control barrier function. Sci China Inf Sci, 2021, 64(9): 199205, doi: 10.1007/s11432-018-9840-6

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Prognostics based on the generalized diffusion process with parameters updated by a sequential Bayesian method
Hong Pei; Si, Xiaosheng; Hu, Changhua; Zhang, Jianxun; Du, Dangbo; Pang, Zhenan; Zhang, Shengfei
Sci China Inf Sci, 2022, 65(6): 162206
Keywords: generalized diffusion process; stochastic model parameters; remaining useful life; maximum likelihood estimation; sequential Bayesian methods
Cite as: Pei H, Si X S, Hu C H, et al. Prognostics based on the generalized diffusion process with parameters updated by a sequential Bayesian method. Sci China Inf Sci, 2022, 65(6): 162206, doi: 10.1007/s11432-020-2980-9

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Secure output synchronization of heterogeneous multi-agent systems against false data injection attacks
Huo, Shicheng; Huang, Dalin; Zhang, Ya
Sci China Inf Sci, 2022, 65(6): 162204
Keywords: output synchronization; false data injection attacks; adaptive compensators; heterogeneous multi-agent systems; secure control
Cite as: Huo S C, Huang D L, Zhang Y. Secure output synchronization of heterogeneous multi-agent systems against false data injection attacks. Sci China Inf Sci, 2022, 65(6): 162204, doi: 10.1007/s11432-020-3148-x

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Improved sparse representation based on local preserving projection for the fault diagnosis of multivariable system
Tang, Qiu; Li, Benqi; Chai, Yi; Qu, Jianfeng; Ren, Hao
Sci China Inf Sci, 2021, 64(2): 129204
Keywords: sparse representation; dictionary learning; local preserving projection; fault diagnosis; multivariable system
Cite as: Tang Q, Li B Q, Chai Y, et al. Improved sparse representation based on local preserving projection for the fault diagnosis of multivariable system. Sci China Inf Sci, 2021, 64(2): 129204, doi: 10.1007/s11432-018-9613-2

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Safety criteria based on barrier function under the framework of boundedness for some dynamic systems
Zhu, Zheren; Chai, Yi; Yang, Zhimin; Huang, Chenghong
Sci China Inf Sci, 2022, 65(2): 122203
Keywords: safety criteria; barrier function; fault safety; multi-hypersphere method; dynamic system
Cite as: Zhu Z R, Chai Y, Yang Z M, et al. Safety criteria based on barrier function under the framework of boundedness for some dynamic systems. Sci China Inf Sci, 2022, 65(2): 122203, doi: 10.1007/s11432-020-3028-4

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Fault estimation based on high order iterative learning scheme for systems subject to nonlinear uncertainties
Feng, Li; Xu, Shuiqing; Zhang, Ke; Chai, Yi; Huang, Darong
Sci China Inf Sci, 2022, 65(7): 179202
Keywords: fault estimation; high order iterative learning scheme; nonlinear system; nonlinear uncertainties; iterative learning control
Cite as: Feng L, Xu S Q, Zhang K, et al. Fault estimation based on high order iterative learning scheme for systems subject to nonlinear uncertainties. Sci China Inf Sci, 2022, 65(7): 179202, doi: 10.1007/s11432-020-3026-4

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Fault detection and isolation for linear parameter-varying systems with time-delays: a geometric approach
Zhang, Zhao; He, Xiao
Sci China Inf Sci, 2023, 66(7): 172202
Keywords: time-delay LPV systems; geometric approach; fault detection; fault isolation; exact-memory; rough-memory
Cite as: Zhang Z, He X. Fault detection and isolation for linear parameter-varying systems with time-delays: a geometric approach. Sci China Inf Sci, 2023, 66(7): 172202, doi: 10.1007/s11432-022-3632-2

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A Bayesian belief-rule-based inference multivariate alarm system for nonlinear time-varying processes
Xu, Xiaobin; Yu, Zhuochen; Zeng, Jiusun; Xiong, Wanqi; Hu, Yanzhu; Wang, Guodong
Sci China Inf Sci, 2021, 64(10): 202203
Keywords: multivariate alarm design; belief-rule-based method; nonlinear time-varying process; sequential monte carlo
Cite as: Xu X B, Yu Z C, Zeng J S, et al. A Bayesian belief-rule-based inference multivariate alarm system for nonlinear time-varying processes. Sci China Inf Sci, 2021, 64(10): 202203, doi: 10.1007/s11432-020-3029-6

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A new current sensor incipient fault diagnosis method for converters in wind energy conversion systems
Tao, Songbing; Hu, Youqiang; Xu, Shuiqing; Chai, Yi; Zhang, Ke
Sci China Inf Sci, 2022, 65(5): 159201
Keywords: incipient fault; current sensor; fault diagnosis; wind power; instantaneous amplitude; fault location
Cite as: Tao S B, Hu Y Q, Xu S Q, et al. A new current sensor incipient fault diagnosis method for converters in wind energy conversion systems. Sci China Inf Sci, 2022, 65(5): 159201, doi: 10.1007/s11432-020-2947-1

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A novel deep quality-supervised regularized autoencoder model for quality-relevant fault detection
Li, Zhichao; Tian, Li; Yan, Xuefeng
Sci China Inf Sci, 2022, 65(5): 159203
Keywords: supervised learning; deep learning; regularized autoencoder; process monitoring; quality-relevant fault detection
Cite as: Li Z C, Tian L, Yan X F. A novel deep quality-supervised regularized autoencoder model for quality-relevant fault detection. Sci China Inf Sci, 2022, 65(5): 159203, doi: 10.1007/s11432-020-2964-7

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Strong fault prognosability of partially-observed discrete event systems
Zhou, Yingrui; Chen, Zengqiang; Liu, Zhongxin; Zhang, Zhipeng
Sci China Inf Sci, 2023, 66(3): 139202
Keywords: strongly fault prognosability; decentralized fault prognosis; fault prediction and isolation; discrete event systems; partially-observed discrete event systems
Cite as: Zhou Y R, Chen Z Q, Liu Z X, et al. Strong fault prognosability of partially-observed discrete event systems. Sci China Inf Sci, 2023, 66(3): 139202, doi: 10.1007/s11432-020-3168-1

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Fault estimator design based on an iterative-learning scheme according to the forgetting factor for nonlinear systems
Tian, Yingming; Chai, Yi; Feng, Li; Zhang, Ke
Sci China Inf Sci, 2023, 66(7): 179201
Keywords: fault estimation; potential factor; Bellman-Gronwall theory; iterative learning scheme; norm theory
Cite as: Tian Y M, Chai Y, Feng L, et al. Fault estimator design based on an iterative-learning scheme according to the forgetting factor for nonlinear systems. Sci China Inf Sci, 2023, 66(7): 179201, doi: 10.1007/s11432-021-3342-3

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State estimation and finite-frequency fault detection for interconnected switched cyber-physical systems
Guo, Shenghui; Tang, Mingzhu; Huang, Darong; Song, Jiafeng
Sci China Inf Sci, 2023, 66(9): 192204
Keywords: switched system; fault detection and isolation; mixed L2 − L∞/H∞; H− technique
Cite as: Guo S H, Tang M Z, Huang D R, et al. State estimation and finite-frequency fault detection for interconnected switched cyber-physical systems. Sci China Inf Sci, 2023, 66(9): 192204, doi: 10.1007/s11432-022-3705-2

Special Focus on Cyber-Physical Systems
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Label propagation dictionary learning based process monitoring method for industrial process with between-mode similarity
Huang, Keke; Tao, Shijun; Liu, Yishun; Yang, Chunhua; Gui, Weihua
Sci China Inf Sci, 2022, 65(1): 110203
Keywords: process monitoring; label propagation; dictionary learning; between-mode similarity; graph laplacian regularization
Cite as: Huang K K, Tao S J, Liu Y S, et al. Label propagation dictionary learning based process monitoring method for industrial process with between-mode similarity. Sci China Inf Sci, 2022, 65(1): 110203, doi: 10.1007/s11432-021-3341-y

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Industrial process fault detection based on locally linear embedded latent mapping
Li, Yuan; Feng, Chengcheng
Sci China Inf Sci, 2022, 65(4): 149201
Keywords: latent mapping; manifold learning; local linear embedding; te process; fault detection
Cite as: Li Y, Feng C C. Industrial process fault detection based on locally linear embedded latent mapping. Sci China Inf Sci, 2022, 65(4): 149201, doi: 10.1007/s11432-019-2896-x

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Nonlinear fusion estimation for false data injection attack signals in cyber-physical systems
Tan, Yawen; Weng, Pindi; Chen, Bo; Yu, Li
Sci China Inf Sci, 2023, 66(7): 179203
Keywords: false data injection attacks; sensor fusion; estimation; nonlinear filter; cyber-physical systems
Cite as: Tan Y W, Weng P D, Chen B, et al. Nonlinear fusion estimation for false data injection attack signals in cyber-physical systems. Sci China Inf Sci, 2023, 66(7): 179203, doi: 10.1007/s11432-021-3428-y

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First attempt of barrier functions for Caputo’s fractional-order nonlinear dynamical systems
Zhu, Zheren; Huang, Pengfei; Zhang, Xinmin; Chai, Yi; Song, Zhihuan
Sci China Inf Sci, 2023, 66(7): 179205
Keywords: barrier functions; safety; safety-and-stability; Caputo's fractional-order systems; nonlinear dynamical system
Cite as: Zhu Z R, Huang P F, Zhang X M, et al. First attempt of barrier functions for Caputo’s fractional-order nonlinear dynamical systems. Sci China Inf Sci, 2023, 66(7): 179205, doi: 10.1007/s11432-021-3418-4

Special Topic: Control, Optimization, and Learning for Networked Systems
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Data-driven cooperative output regulation of multi-agent systems under distributed denial of service attacks
Gao, Weinan; Jiang, Zhong-Ping
Sci China Inf Sci, 2023, 66(9): 190201
Keywords: cooperative output regulation; adaptive dynamic programming; learning-based control; multi-agent systems; cybersecurity
Cite as: Gao W N, Jiang Z-P. Data-driven cooperative output regulation of multi-agent systems under distributed denial of service attacks. Sci China Inf Sci, 2023, 66(9): 190201, doi: 10.1007/s11432-022-3702-4

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Attack detectability and stealthiness in distributed optimal coordination of cyber-physical systems
An, Liwei; Yang, Guang-Hong
Sci China Inf Sci, 2023, 66(9): 199204
Keywords: cyber-physical systems; attack detection and identification; distributed optimization; security analysis; cyber attacks
Cite as: An L W, Yang G-H. Attack detectability and stealthiness in distributed optimal coordination of cyber-physical systems. Sci China Inf Sci, 2023, 66(9): 199204, doi: 10.1007/s11432-021-3644-3

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Reinforcement learning-based cost-sensitive classifier for imbalanced fault classification
Zhang, Xinmin; Fan, Saite; Song, Zhihuan
Sci China Inf Sci, 2023, 66(11): 212201
Keywords: imbalanced fault classification; fault diagnosis; industrial process monitoring; deep reinforcement learning; cost-sensitive learning; policy gradient; sample weights
Cite as: Zhang X M, Fan S T, Song Z H. Reinforcement learning-based cost-sensitive classifier for imbalanced fault classification. Sci China Inf Sci, 2023, 66(11): 212201, doi: 10.1007/s11432-021-3775-4

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Active disturbance rejection control for fractional reaction-diffusion equations with spatially varying diffusivity and time delay
Cai, Rui-Yang; Zhou, Hua-Cheng; Kou, Chun-Hai
Sci China Inf Sci, 2022, 65(2): 129203
Keywords: boundary control; active disturbance rejection control; backstepping method; fractional; mittag-leffler stable
Cite as: Cai R-Y, Zhou H-C, Kou C-H. Active disturbance rejection control for fractional reaction-diffusion equations with spatially varying diffusivity and time delay. Sci China Inf Sci, 2022, 65(2): 129203, doi: 10.1007/s11432-019-2876-9

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Recursive filtering for nonlinear systems subject to measurement outliers
Jiang, Bo; Gao, Hongyu; Han, Fei; Dong, Hongli
Sci China Inf Sci, 2021, 64(7): 172206
Keywords: adaptive saturation; measurement outliers; multiplicative noises; nonlinear systems; recursive filtering
Cite as: Jiang B, Gao H Y, Han F, et al. Recursive filtering for nonlinear systems subject to measurement outliers. Sci China Inf Sci, 2021, 64(7): 172206, doi: 10.1007/s11432-020-3135-y

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Adaptive event-triggered state estimation for large-scale systems subject to deception attacks
Xiao, Hanchen; Ding, Derui; Dong, Hongli; Wei, Guoliang
Sci China Inf Sci, 2022, 65(2): 122207
Keywords: input-to-state stability; power systems large-scale discrete-time systems; adaptive event-triggering communication; deception attacks,
Cite as: Xiao H C, Ding D R, Dong H L, et al. Adaptive event-triggered state estimation for large-scale systems subject to deception attacks. Sci China Inf Sci, 2022, 65(2): 122207, doi: 10.1007/s11432-020-3142-5

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Estimation and compensation of periodic disturbance using internal-model-based equivalent-input-disturbance approach
Mei, Qicheng; She, Jinhua; Liu, Zhentao; Wu, Min
Sci China Inf Sci, 2022, 65(8): 182205
Keywords: equivalent input disturbance; EID; linear matrix inequality; LMI; linear quadratic regulator; LQR; particle swarm optimization; PSO; periodic disturbance; repetitive control
Cite as: Mei Q C, She J H, Liu Z T, et al. Estimation and compensation of periodic disturbance using internal-model-based equivalent-input-disturbance approach. Sci China Inf Sci, 2022, 65(8): 182205, doi: 10.1007/s11432-020-3192-5

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Stability of the distributed Kalman filter using general random coefficients
Gan, Die; Xie, Siyu; Liu, Zhixin
Sci China Inf Sci, 2021, 64(7): 172204
Keywords: distributed kalman filter; collective random observability; l-p-stable; l-p-exponentially stable; state estimation
Cite as: Gan D, Xie S Y, Liu Z X. Stability of the distributed Kalman filter using general random coefficients. Sci China Inf Sci, 2021, 64(7): 172204, doi: 10.1007/s11432-020-2962-9

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On-line quantum state estimation using continuous weak measurement and compressed sensing
Cong, Shuang; Tang, Yaru; Harraz, Sajede; Li, Kezhi; Yang, Jingbei
Sci China Inf Sci, 2021, 64(8): 189202
Keywords: state estimation; compressed sensing; open quantum systems; information process; continues weak measurement
Cite as: Cong S, Tang Y R, Harraz S, et al. On-line quantum state estimation using continuous weak measurement and compressed sensing. Sci China Inf Sci, 2021, 64(8): 189202, doi: 10.1007/s11432-018-9793-2

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Slow state estimation for singularly perturbed systems with discrete measurements
Liu, Yunli; Chen, Wu-Hua; Lu, Xiaomei
Sci China Inf Sci, 2021, 64(2): 129202
Keywords: observer design; singularly perturbed systems; discrete measurements; slow manifold; reduced-order observer
Cite as: Liu Y L, Chen W-H, Lu X M. Slow state estimation for singularly perturbed systems with discrete measurements. Sci China Inf Sci, 2021, 64(2): 129202, doi: 10.1007/s11432-018-9657-3

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SVD based scale transform invariant observable degree for LTI system
Ge, Quanbo; Zhuo, Peng; He, Hongli; Hu, Zhentao; Duan, Zhansheng; Yu, Junzhi
Sci China Inf Sci, 2021, 64(3): 139205
Keywords: observability matrix; observable degree; singular value decomposition; scale transform invariance; linear system; linear relation
Cite as: Ge Q B, Zhuo P, He H L, et al. SVD based scale transform invariant observable degree for LTI system. Sci China Inf Sci, 2021, 64(3): 139205, doi: 10.1007/s11432-018-9886-8

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Time-scheduled observer design for switched linear systems with unknown inputs
Shi, Shuang; Fei, Zhongyang; Zhao, Xudong
Sci China Inf Sci, 2022, 65(7): 179204
Keywords: switched linear systems; unknown inputs; admissible edge-dependent average dwell-time; multiple discontinuous lyapunov-like functions; observer design
Cite as: Shi S, Fei Z Y, Zhao X D. Time-scheduled observer design for switched linear systems with unknown inputs. Sci China Inf Sci, 2022, 65(7): 179204, doi: 10.1007/s11432-020-3143-7

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An online quantum state filter with sparse disturbance and Gaussian noise
Wang, Tao; Cong, Shuang
Sci China Inf Sci, 2022, 65(6): 169204
Keywords: online quantum state filter; oqsf; online alternating direction method of multipliers; oadm; iterative shrinkage threshold algorithm; ista; sparse disturbance; gaussian noise
Cite as: Wang T, Cong S. An online quantum state filter with sparse disturbance and Gaussian noise. Sci China Inf Sci, 2022, 65(6): 169204, doi: 10.1007/s11432-021-3339-y

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Event-triggered state estimation for cyber-physical systems with partially observed injection attacks
Liu, Le; Zhao, Xudong; Wang, Bohui; Wu, Yuanqing; Xing, Wei
Sci China Inf Sci, 2023, 66(6): 169202
Keywords: cyber physical systems; event-triggered estimation; injection attack; optimal state estimation; optimal filtering
Cite as: Liu L, Zhao X D, Wang B H, et al. Event-triggered state estimation for cyber-physical systems with partially observed injection attacks. Sci China Inf Sci, 2023, 66(6): 169202, doi: 10.1007/s11432-021-3260-0

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Multisensor fusion estimation of nonlinear systems with intermittent observations and heavy-tailed noises
Xiao, Bo; Wu, Q. M. Jonathan; Yan, Liping
Sci China Inf Sci, 2022, 65(9): 192203
Keywords: state fusion estimation; nonlinear systems; heavy-tailed noise; intermittent observations; multivariate t-distribution
Cite as: Xiao B, Wu Q M J, Yan L P. Multisensor fusion estimation of nonlinear systems with intermittent observations and heavy-tailed noises. Sci China Inf Sci, 2022, 65(9): 192203, doi: 10.1007/s11432-020-3223-6

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Reliable attitude estimation algorithm considering atypical observation
Guo, Xiao-Ting; Shen, Chong; Tang, Jun; Li, Jie; Liu, Jun
Sci China Inf Sci, 2022, 65(10): 209203
Keywords: attitude estimation; integrated system; ckf; vision atypical observations; narx
Cite as: Guo X-T, Shen C, Tang J, et al. Reliable attitude estimation algorithm considering atypical observation. Sci China Inf Sci, 2022, 65(10): 209203, doi: 10.1007/s11432-020-3093-5

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System identification under saturated precise or set-valued measurements
Zhao, Yanlong; Zhang, Hang; Wang, Ting; Kang, Guolian
Sci China Inf Sci, 2023, 66(1): 112204
Keywords: system identification; Cram´er-Rao lower bound; truncated data; precise measurement; set-valued measurement
Cite as: Zhao Y L, Zhang H, Wang T, et al. System identification under saturated precise or set-valued measurements. Sci China Inf Sci, 2023, 66(1): 112204, doi: 10.1007/s11432-021-3505-5

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A recursive least squares algorithm with ℓ1 regularization for sparse representation
Liu, Di; Baldi, Simone; Liu, Quan; Yu, Wenwu
Sci China Inf Sci, 2023, 66(2): 129202
Keywords: sparse representation; recursive least squares; l1-regularization; l2-regularization; sparse model; parameter estimation
Cite as: Liu D, Baldi S, Liu Q, et al. A recursive least squares algorithm with ℓ1 regularization for sparse representation. Sci China Inf Sci, 2023, 66(2): 129202, doi: 10.1007/s11432-022-3546-5

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Randomized multimodel multiple hypothesis tracking
Liu, Haiqi; Shen, Xiaojing; Wang, Zhiguo; Meng, Fanqin
Sci China Inf Sci, 2023, 66(9): 199203
Keywords: multi-target tracking; data association; random coefficient matrices; Kalman filter; maneuvering targets
Cite as: Liu H Q, Shen X J, Wang Z G, et al. Randomized multimodel multiple hypothesis tracking. Sci China Inf Sci, 2023, 66(9): 199203, doi: 10.1007/s11432-022-3639-y

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Homography-based camera pose estimation with known gravity direction for UAV navigation
Zhao, Chunhui; Fan, Bin; Hu, Jinwen; Pan, Quan; Xu, Zhao
Sci China Inf Sci, 2021, 64(1): 112204
Keywords: unmanned aerial vehicle; uav; pose estimation; homography; least-squares estimation
Cite as: Zhao C H, Fan B, Hu J W, et al. Homography-based camera pose estimation with known gravity direction for UAV navigation. Sci China Inf Sci, 2021, 64(1): 112204, doi: 10.1007/s11432-019-2690-0

控制 导航、制导与控制 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 9

Additive-state-decomposition-based station-keeping control for autonomous aerial refueling
Ren, Jinrui; Quan, Quan; Ma, Haibiao; Cai, Kai-Yuan
Sci China Inf Sci, 2021, 64(11): 219202
Keywords: aerial refueling; station keeping; two-degree-of-freedom; additive state decomposition; varying mass
Cite as: Ren J R, Quan Q, Ma H B, et al. Additive-state-decomposition-based station-keeping control for autonomous aerial refueling. Sci China Inf Sci, 2021, 64(11): 219202, doi: 10.1007/s11432-019-2814-x

控制 导航、制导与控制 LETTER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 7

A novel adaptive pigeon-inspired optimization algorithm based on evolutionary game theory
Hai, Xingshuo; Wang, Zili; Feng, Qiang; Ren, Yi; Sun, Bo; Yang, Dezhen
Sci China Inf Sci, 2021, 64(3): 139203
Keywords: pigeon-inspired optimization; global continuous optimization problems; evolutionary game theory; adaptability; local optimum
Cite as: Hai X S, Wang Z L, Feng Q, et al. A novel adaptive pigeon-inspired optimization algorithm based on evolutionary game theory. Sci China Inf Sci, 2021, 64(3): 139203, doi: 10.1007/s11432-018-9923-6

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Design of optimal trajectory transition controller for thrust-vectored V/STOL aircraft
Cheng, Zhiqiang; Zhu, Jihong; Yuan, Xiaming; Wang, Xiangyang
Sci China Inf Sci, 2021, 64(3): 139201
Keywords: optimal trajectory; thrust-vector; transition control; v/stol; backward propagation
Cite as: Cheng Z Q, Zhu J H, Yuan X M, et al. Design of optimal trajectory transition controller for thrust-vectored V/STOL aircraft. Sci China Inf Sci, 2021, 64(3): 139201, doi: 10.1007/s11432-018-9582-6

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Parametric output regulation using observer-based PI controllers with applications in flexible spacecraft attitude control
Duan, Guangren; Zhao, Tianyi
Sci China Inf Sci, 2021, 64(7): 172210
Keywords: parametric control system design; multiobjective design; observer-based control; separation principle; pi regulator; constant signal tracking; disturbance decoupling and attenuation
Cite as: Duan G R, Zhao T Y. Parametric output regulation using observer-based PI controllers with applications in flexible spacecraft attitude control. Sci China Inf Sci, 2021, 64(7): 172210, doi: 10.1007/s11432-020-3078-1

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Surface-to-air missile sites detection agent with remote sensing images
Liu, Feng; Zhu, Jihong; Wang, Wufan; Kuang, Minchi
Sci China Inf Sci, 2021, 64(9): 194201
Keywords: surface to air missile sites; target detection; remote sensing images; area searching; deep learning
Cite as: Liu F, Zhu J H, Wang W F, et al. Surface-to-air missile sites detection agent with remote sensing images. Sci China Inf Sci, 2021, 64(9): 194201, doi: 10.1007/s11432-019-9920-2

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Angular velocity estimation using characteristics of star trails obtained by star sensor for spacecraft
Ning, Xiaolin; Chen, Pingping; Huang, Yueqing; Wu, Weiren; Fang, Jiancheng
Sci China Inf Sci, 2021, 64(1): 112209
Keywords: angular velocity estimation; star sensor; blurred star images; star trail characteristics; unscented kalman filter
Cite as: Ning X L, Chen P P, Huang Y Q, et al. Angular velocity estimation using characteristics of star trails obtained by star sensor for spacecraft. Sci China Inf Sci, 2021, 64(1): 112209, doi: 10.1007/s11432-019-2824-y

控制 导航、制导与控制 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 3

Cooperative prediction guidance law in target-attacker-defender scenario
Shi, Heng; Zhu, Jihong; Kuang, Minchi; Yuan, Xiaming
Sci China Inf Sci, 2021, 64(4): 149201
Keywords: cooperative guidance; predictive guidance; target-attacker-defender scenario; missile guidance; aircraft active defense
Cite as: Shi H, Zhu J H, Kuang M C, et al. Cooperative prediction guidance law in target-attacker-defender scenario. Sci China Inf Sci, 2021, 64(4): 149201, doi: 10.1007/s11432-018-9806-7

控制 导航、制导与控制 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 3

Minimal solution for estimating fundamental matrix under planar motion
Fu, Qiang; Mu, Xinxing; Wang, Yu
Sci China Inf Sci, 2021, 64(10): 209203
Keywords: fundamental matrix; minimal solution; planar motion; monocular vision; mobile robot
Cite as: Fu Q, Mu X X, Wang Y. Minimal solution for estimating fundamental matrix under planar motion. Sci China Inf Sci, 2021, 64(10): 209203, doi: 10.1007/s11432-019-9925-1

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A two-level scheme for multiobjective multidebris active removal mission planning in low Earth orbits
Yang, Jianan; Hou, Xiaolei; Liu, Yong; Hu, Yuhen; Pan, Quan
Sci China Inf Sci, 2022, 65(5): 152201
Keywords: multidebris active removal; mission planning; multiobjective optimization; drift-orbit transfer strategy; rendezvous strategy
Cite as: Yang J N, Hou X L, Liu Y, et al. A two-level scheme for multiobjective multidebris active removal mission planning in low Earth orbits. Sci China Inf Sci, 2022, 65(5): 152201, doi: 10.1007/s11432-020-3049-5

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Pan-location mapping and localization for the in-situ science exploration of Zhurong Mars rover
Zeng, Xingguo; Liu, Jianjun; Ren, Xin; Yan, Wei; Fu, Qiang; Gao, Xingye; Chen, Wangli; Zuo, Wei; Li, Chunlai
Sci China Inf Sci, 2022, 65(7): 172201
Keywords: pan-location mapping; planetary exploration; geo-visualization; Tianwen-1 mission; Zhurong rover
Cite as: Zeng X G, Liu J J, Ren X, et al. Pan-location mapping and localization for the in-situ science exploration of Zhurong Mars rover. Sci China Inf Sci, 2022, 65(7): 172201, doi: 10.1007/s11432-021-3484-2

控制 导航、制导与控制 MOOP Supplementary Video Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

Distributed unmanned flocking inspired by the collective motion of pigeon flocks
Qiu, Huaxin; Zhou, Qingrui; Sun, Changhao; Wang, Xiaochu
Sci China Inf Sci, 2022, 65(4): 144201
Keywords: collective motion; distributed control; unmanned aerial vehicle; flocking control; swarm intelligence
Cite as: Qiu H X, Zhou Q R, Sun C H, et al. Distributed unmanned flocking inspired by the collective motion of pigeon flocks. Sci China Inf Sci, 2022, 65(4): 144201, doi: 10.1007/s11432-020-3222-2

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Multi-constrained intelligent gliding guidance via optimal control and DQN
Zhu, Jianwen; Zhang, Hao; Zhao, Sibo; Bao, Weimin
Sci China Inf Sci, 2023, 66(3): 132202
Keywords: gliding flight; optimal guidance; velocity control; deep reinforcement learning; intelligent decision
Cite as: Zhu J W, Zhang H, Zhao S B, et al. Multi-constrained intelligent gliding guidance via optimal control and DQN. Sci China Inf Sci, 2023, 66(3): 132202, doi: 10.1007/s11432-022-3543-4

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High-speed train positioning based on a combination of Beidou navigation, inertial navigation and an electronic map
Yang, Hui; Dong, Shuai-Qiang; Xie, Chun-Hua
Sci China Inf Sci, 2023, 66(7): 172207
Keywords: electronic map; multi-objective optimization; differential evolution algorithm; Beidou navigation system; high-speed train positioning
Cite as: Yang H, Dong S-Q, Xie C-H. High-speed train positioning based on a combination of Beidou navigation, inertial navigation and an electronic map. Sci China Inf Sci, 2023, 66(7): 172207, doi: 10.1007/s11432-022-3659-2

控制 导航、制导与控制 REVIEW Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Design and implementation of Chinese libration point missions
Liu, Lei; Wu, Wei-Ren; Liu, Yong
Sci China Inf Sci, 2023, 66(9): 191201
Keywords: libration point; three-body problem; lunar exploration; cislunar space; flight scheme
Cite as: Liu L, Wu W-R, Liu Y. Design and implementation of Chinese libration point missions. Sci China Inf Sci, 2023, 66(9): 191201, doi: 10.1007/s11432-022-3716-9

控制 导航、制导与控制 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

A new SINS/RCNS integrated navigation method based on star pixel coordinates
Song, Guangxin; Yang, Yuqing; Ning, Xiaolin; Fang, Jiancheng; Wu, Weiren
Sci China Inf Sci, 2023, 66(9): 199201
Keywords: SINS; RCNS; integrated navigation; starlight refraction; star pixel coordinates
Cite as: Song G X, Yang Y Q, Ning X L, et al. A new SINS/RCNS integrated navigation method based on star pixel coordinates. Sci China Inf Sci, 2023, 66(9): 199201, doi: 10.1007/s11432-022-3630-1

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UAV swarm formation reconfiguration control based on variable-stepsize MPC-APCMPIO algorithm
Liao, Jian; Cheng, Jun; Xin, Bin; Luo, Delin; Zheng, Lihui; Kang, Yuhang; Zhou, Shaolei
Sci China Inf Sci, 2023, 66(11): 212207
Keywords: unmanned aerial vehicle swarm; formation reconfiguration; variable-stepsize model predictive control; MPC; adaptive perception Cauchy mutation pigeon-inspired optimization; APCMPIO; obstacle avoidance
Cite as: Liao J, Cheng J, Xin B, et al. UAV swarm formation reconfiguration control based on variable-stepsize MPC-APCMPIO algorithm. Sci China Inf Sci, 2023, 66(11): 212207, doi: 10.1007/s11432-022-3735-5

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A novel synthesis method for reliable feedback shift registers via Boolean networks
Lu, Jianquan; Li, Bowen; Zhong, Jie
Sci China Inf Sci, 2021, 64(5): 152207
Keywords: feedback shift register; boolean networks; semi-tensor product; global stability; monotonicity
Cite as: Lu J Q, Li B W, Zhong J. A novel synthesis method for reliable feedback shift registers via Boolean networks. Sci China Inf Sci, 2021, 64(5): 152207, doi: 10.1007/s11432-020-2981-4

Highly Cited Paper 控制 网络化控制系统 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 20

Data-driven consensus control of fully distributed event-triggered multi-agent systems
Li, Yifei; Wang, Xin; Sun, Jian; Wang, Gang; Chen, Jie
Sci China Inf Sci, 2023, 66(5): 152202
Keywords: distributed control; event-triggered control; data-driven control; discrete-time MASs
Cite as: Li Y F, Wang X, Sun J, et al. Data-driven consensus control of fully distributed event-triggered multi-agent systems. Sci China Inf Sci, 2023, 66(5): 152202, doi: 10.1007/s11432-022-3629-1

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State-feedback set stabilization of logical control networks with state-dependent delay
Zheng, Yating; Li, Haitao; Feng, Jun-E
Sci China Inf Sci, 2021, 64(6): 169203
Keywords: control invariance; logical control networks; semi-tensor product of matrices; set stabilization; state-dependent delay
Cite as: Zheng Y T, Li H T, Feng J-E. State-feedback set stabilization of logical control networks with state-dependent delay. Sci China Inf Sci, 2021, 64(6): 169203, doi: 10.1007/s11432-019-9904-6

控制 网络化控制系统 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 12

Bipartite consensus problem on matrix-valued weighted directed networks
Pan, Lulu; Shao, Haibin; Xi, Yugeng; Li, Dewei
Sci China Inf Sci, 2021, 64(4): 149204
Keywords: consensus; multi-agent systems; bipartite consensus; antagonist interactions; networked systems
Cite as: Pan L L, Shao H B, Xi Y G, et al. Bipartite consensus problem on matrix-valued weighted directed networks. Sci China Inf Sci, 2021, 64(4): 149204, doi: 10.1007/s11432-018-9710-8

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Exponential stabilization of memristor-based neural networks with unbounded time-varying delays
Zhao, Jiemei
Sci China Inf Sci, 2021, 64(8): 189205
Keywords: memristor-based neural networks; exponential stabilization; discrete time delays; filippov solution; algebraic criterion
Cite as: Zhao J M. Exponential stabilization of memristor-based neural networks with unbounded time-varying delays. Sci China Inf Sci, 2021, 64(8): 189205, doi: 10.1007/s11432-018-9817-4

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Deep reinforcement learning for optimal denial-of-service attacks scheduling
Hou, Fangyuan; Sun, Jian; Yang, Qiuling; Pang, Zhonghua
Sci China Inf Sci, 2022, 65(6): 162201
Keywords: optimal denial-of-service attack; scheduling; optimization; limited energy; deep reinforcement learning
Cite as: Hou F Y, Sun J, Yang Q L, et al. Deep reinforcement learning for optimal denial-of-service attacks scheduling. Sci China Inf Sci, 2022, 65(6): 162201, doi: 10.1007/s11432-020-3027-0

控制 网络化控制系统 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 9

Stability of networked control system subject to denial-of-service
Guo, Li; Cui, Tingting; Yu, Hao; Hao, Fei
Sci China Inf Sci, 2021, 64(2): 129203
Keywords: dos attacks; event-triggered control; linear systems; stochastic systems; discrete-time systems; networked control systems
Cite as: Guo L, Cui T T, Yu H, et al. Stability of networked control system subject to denial-of-service. Sci China Inf Sci, 2021, 64(2): 129203, doi: 10.1007/s11432-018-9583-2

Special Focus on Cyber-Physical Systems
控制 网络化控制系统 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 9

Event-triggered robust MPC of nonlinear cyber-physical systems against DoS attacks
Sun, Qi; Chen, Jicheng; Shi, Yang
Sci China Inf Sci, 2022, 65(1): 110202
Keywords: cyber-physical systems; nonlinear model predictive control; event-triggered mechanism; robust control; denial-of-service attacks
Cite as: Sun Q, Chen J C, Shi Y. Event-triggered robust MPC of nonlinear cyber-physical systems against DoS attacks. Sci China Inf Sci, 2022, 65(1): 110202, doi: 10.1007/s11432-020-3289-1

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A logical network approximation to optimal control on a continuous domain and its application to HEV control
Wu, Yuhu; Zhang, Jiangyan; Shen, Tielong
Sci China Inf Sci, 2022, 65(11): 212203
Keywords: finite horizon optimal control; logical networks; semi-tensor product; quantification; HEV control
Cite as: Wu Y H, Zhang J Y, Shen T L. A logical network approximation to optimal control on a continuous domain and its application to HEV control. Sci China Inf Sci, 2022, 65(11): 212203, doi: 10.1007/s11432-021-3446-8

控制 网络化控制系统 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 8

Deep amended COPERT model for regional vehicle emission prediction
Xu, Zhenyi; Kang, Yu; Cao, Yang; Li, Zerui
Sci China Inf Sci, 2021, 64(3): 139202
Keywords: spatiotemporal network; deep learning; vehicle emission; prediction; model modification
Cite as: Xu Z Y, Kang Y, Cao Y, et al. Deep amended COPERT model for regional vehicle emission prediction. Sci China Inf Sci, 2021, 64(3): 139202, doi: 10.1007/s11432-018-9650-9

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On dimensions of dimension-bounded linear systems
Zhao, Peixin; Guo, Hongfeng; Yu, Yongyuan; Feng, Jun-e
Sci China Inf Sci, 2021, 64(5): 159202
Keywords: cross-dimensional system; dimension-bounded system; vector product; invariant vector space; factorization
Cite as: Zhao P X, Guo H F, Yu Y Y, et al. On dimensions of dimension-bounded linear systems. Sci China Inf Sci, 2021, 64(5): 159202, doi: 10.1007/s11432-018-9819-8

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Distributed multilane merging for connected autonomous vehicle platooning
Wu, Jingkai; Wang, Yafei; Shen, Zhaokun; Wang, Lin; Du, Haiping; Yin, Chengliang
Sci China Inf Sci, 2021, 64(11): 212202
Keywords: platoon; merging; connected autonomous vehicle; multiagent system; distributed controller
Cite as: Wu J K, Wang Y F, Shen Z K, et al. Distributed multilane merging for connected autonomous vehicle platooning. Sci China Inf Sci, 2021, 64(11): 212202, doi: 10.1007/s11432-020-3107-7

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Equivalent input disturbance-based load frequency control for smart grid with air conditioning loads
Jin, Li; He, Yong; Zhang, Chuan-Ke; Shangguan, Xing-Chen; Jiang, Lin; Wu, Min
Sci China Inf Sci, 2022, 65(2): 122205
Keywords: conditioning loads equivalent input disturbance; load frequency control; parameter uncertainties; wind power; air
Cite as: Jin L, He Y, Zhang C-K, et al. Equivalent input disturbance-based load frequency control for smart grid with air conditioning loads. Sci China Inf Sci, 2022, 65(2): 122205, doi: 10.1007/s11432-020-3120-0

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Event-triggered consensus control of heterogeneous multi-agent systems: model- and data-based approaches
Wang, Xin; Sun, Jian; Deng, Fang; Wang, Gang; Chen, Jie
Sci China Inf Sci, 2023, 66(9): 192201
Keywords: data-driven control; multi-agent system; consensus; looped-functional; LMI
Cite as: Wang X, Sun J, Deng F, et al. Event-triggered consensus control of heterogeneous multi-agent systems: model- and data-based approaches. Sci China Inf Sci, 2023, 66(9): 192201, doi: 10.1007/s11432-022-3683-y

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Distributed time-varying formation control with uncertainties based on an event-triggered mechanism
Li, Xiaoduo; Bai, Yumeng; Dong, Xiwang; Li, Qingdong; Ren, Zhang
Sci China Inf Sci, 2021, 64(3): 132204
Keywords: formation control; multi-agent systems; event-triggered; adaptive control
Cite as: Li X D, Bai Y M, Dong X W, et al. Distributed time-varying formation control with uncertainties based on an event-triggered mechanism. Sci China Inf Sci, 2021, 64(3): 132204, doi: 10.1007/s11432-019-2770-8

Special Focus on Cyber-Physical Systems
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Wireless/wired integrated transmission for industrial cyber-physical systems: risk-sensitive co-design of 5G and TSN protocols
Zhang, Yajing; Xu, Qimin; Guan, Xinping; Chen, Cailian; Li, Mingyan
Sci China Inf Sci, 2022, 65(1): 110204
Keywords: industrial cyber-physical systems; icps; 5g-tsn co-design; wireless/wired integrated network; risk-sensitive reinforcement learning; deterministic communication
Cite as: Zhang Y J, Xu Q M, Guan X P, et al. Wireless/wired integrated transmission for industrial cyber-physical systems: risk-sensitive co-design of 5G and TSN protocols. Sci China Inf Sci, 2022, 65(1): 110204, doi: 10.1007/s11432-020-3344-8

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Sufficient conditions and limitations of equivalent partition in multiagent controllability
Guo, Junhao; Ji, Zhijian; Liu, Yungang
Sci China Inf Sci, 2022, 65(3): 132204
Keywords: multiagent system; controllability; equivalent partition; tao’s equation; graph theory
Cite as: Guo J H, Ji Z J, Liu Y G. Sufficient conditions and limitations of equivalent partition in multiagent controllability. Sci China Inf Sci, 2022, 65(3): 132204, doi: 10.1007/s11432-020-3159-9

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Event-based sliding mode control under denial-of-service attacks
Tian, Yingxin; Li, Xiang; Dong, Bo; Gao, Yabin; Wu, Ligang
Sci China Inf Sci, 2022, 65(6): 162203
Keywords: sliding mode control; time delay; uncertain system; state observer; event trigger
Cite as: Tian Y X, Li X, Dong B, et al. Event-based sliding mode control under denial-of-service attacks. Sci China Inf Sci, 2022, 65(6): 162203, doi: 10.1007/s11432-021-3375-5

控制 网络化控制系统 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 4

Matrix-injection-based transformation method for discrete-time systems with time-varying delay
Zhang, Chuan-Ke; Xie, Ke-You; He, Yong; She, Jinhua; Wu, Min
Sci China Inf Sci, 2023, 66(5): 159201
Keywords: discrete-time system; time-varying delay; stability; linear matrix inequality; matrix injection method
Cite as: Zhang C-K, Xie K-Y, He Y, et al. Matrix-injection-based transformation method for discrete-time systems with time-varying delay. Sci China Inf Sci, 2023, 66(5): 159201, doi: 10.1007/s11432-020-3221-6

控制 网络化控制系统 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 3

Novel dynamic event-triggered coordination for scaled consensus without continuous communication or controller update
Wu, Xihui; Mu, Xiaowu
Sci China Inf Sci, 2022, 65(10): 209202
Keywords: event-triggered; multiagent systems; consensus; coordination; controller
Cite as: Wu X H, Mu X W. Novel dynamic event-triggered coordination for scaled consensus without continuous communication or controller update. Sci China Inf Sci, 2022, 65(10): 209202, doi: 10.1007/s11432-020-3046-8

控制 网络化控制系统 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 2

Distributed energy trading with transmission cost: a Stackelberg game approach
Zhang, Xiaoyan; Zhu, Shanying
Sci China Inf Sci, 2021, 64(2): 129201
Keywords: smart grid; energy trading; transmission loss; stackelberg game; best response
Cite as: Zhang X Y, Zhu S Y. Distributed energy trading with transmission cost: a Stackelberg game approach. Sci China Inf Sci, 2021, 64(2): 129201, doi: 10.1007/s11432-018-9612-9

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New stability conditions of CPSs with multiple transportation channels under DoS attacks
Wei, Jumei; Yan, Xueyan; Zhu, Xunlin; Xu, Mingliang; Ma, Rui; Du, Haiping
Sci China Inf Sci, 2022, 65(11): 219202
Keywords: multiple transmission channels; dos attacks; lmi method; cyber-physical systems; input-to-state stability
Cite as: Wei J M, Yan X Y, Zhu X L, et al. New stability conditions of CPSs with multiple transportation channels under DoS attacks. Sci China Inf Sci, 2022, 65(11): 219202, doi: 10.1007/s11432-020-3130-4

控制 网络化控制系统 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 2

H-infinity control of networked periodic piecewise systems under asynchronous switching with input delay
Deng, Zuolin; Li, Panshuo; Xing, Mali; Zhang, Bin
Sci China Inf Sci, 2023, 66(4): 149201
Keywords: periodic piecewise systems; networked control systems; network-induced delay; asynchronous switching; H-infinity control
Cite as: Deng Z L, Li P S, Xing M L, et al. H-infinity control of networked periodic piecewise systems under asynchronous switching with input delay. Sci China Inf Sci, 2023, 66(4): 149201, doi: 10.1007/s11432-020-3195-2

Special Focus on Cyber-Physical Systems
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Advanced virtual prototyping for cyber-physical systems using RISC-V: implementation, verification and challenges
Herdt, Vladimir; Drechsler, Rolf
Sci China Inf Sci, 2022, 65(1): 110201
Keywords: virtual prototyping; risc-v; systemc tlm; verification
Cite as: Herdt V, Drechsler R. Advanced virtual prototyping for cyber-physical systems using RISC-V: implementation, verification and challenges. Sci China Inf Sci, 2022, 65(1): 110201, doi: 10.1007/s11432-020-3308-4

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Constructibility of a causal/impulse free NDS using descriptor form subsystems
Zhou, Tong
Sci China Inf Sci, 2022, 65(4): 142204
Keywords: causality; descriptor system; impulse free; large scale system; networked dynamic system; singular system
Cite as: Zhou T. Constructibility of a causal/impulse free NDS using descriptor form subsystems. Sci China Inf Sci, 2022, 65(4): 142204, doi: 10.1007/s11432-020-3208-0

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Consensus of switched multi-agent systems with binary-valued communications
Hu, Min; Wang, Ting; Zhao, Yanlong
Sci China Inf Sci, 2022, 65(6): 162207
Keywords: binary-valued system; switched multi-agent system; recursive projection algorithm; consensus; jointly connected undirected topologies
Cite as: Hu M, Wang T, Zhao Y L. Consensus of switched multi-agent systems with binary-valued communications. Sci China Inf Sci, 2022, 65(6): 162207, doi: 10.1007/s11432-020-3052-0

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Cyber topology design guaranteed structural controllability for networked systems
Mu, Jianbin; Li, Shaoyuan; Wu, Jing; Li, Ning
Sci China Inf Sci, 2022, 65(11): 219203
Keywords: networked systems; structural controllability; cyber-physical systems; cpss; cyber topology design; matrix-weighted edges
Cite as: Mu J B, Li S Y, Wu J, et al. Cyber topology design guaranteed structural controllability for networked systems. Sci China Inf Sci, 2022, 65(11): 219203, doi: 10.1007/s11432-020-3258-6

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Results on the realization of Boolean control networks by the vertex partition method
Li, Yifeng; Zhu, Jiandong; Liu, Xuewen
Sci China Inf Sci, 2023, 66(7): 172205
Keywords: Boolean control networks; realization; semi-tensor product of matrices; vertex partition; state transition graph
Cite as: Li Y F, Zhu J D, Liu X W. Results on the realization of Boolean control networks by the vertex partition method. Sci China Inf Sci, 2023, 66(7): 172205, doi: 10.1007/s11432-022-3607-6

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Tracking performance limitations of MIMO discrete-time networked control systems with multiple constraints
Jiang, Xiaowei; Zhang, Bin; Chen, Xiangyong; Yan, Huaicheng
Sci China Inf Sci, 2023, 66(8): 189203
Keywords: networked control systems; tracking performance limitations; nonminimum phase zeros; unstable poles; multiple constraints
Cite as: Jiang X W, Zhang B, Chen X Y, et al. Tracking performance limitations of MIMO discrete-time networked control systems with multiple constraints. Sci China Inf Sci, 2023, 66(8): 189203, doi: 10.1007/s11432-022-3506-y

Special Topic: Control, Optimization, and Learning for Networked Systems
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Predictive sliding-mode control of networked high-order fully actuated systems under random deception attacks
Zhang, Da-Wei; Liu, Guo-Ping
Sci China Inf Sci, 2023, 66(9): 190204
Keywords: NHOFA systems; random deception attacks; predictive sliding-mode control; stability and tracking performance; tracking control of ABS simulator
Cite as: Zhang D-W, Liu G-P. Predictive sliding-mode control of networked high-order fully actuated systems under random deception attacks. Sci China Inf Sci, 2023, 66(9): 190204, doi: 10.1007/s11432-022-3817-5

Special Topic: Control, Optimization, and Learning for Networked Systems
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Accuracy analysis for distributed dynamic state estimation in large-scale systems with a cyclic network graph
Zhu, Mingyan; Wang, Rui; Miao, Xiaodong; Sui, Tianju
Sci China Inf Sci, 2023, 66(9): 190206
Keywords: distributed state estimation; maximum a posteriori estimation; cyclic network graph
Cite as: Zhu M Y, Wang R, Miao X D, et al. Accuracy analysis for distributed dynamic state estimation in large-scale systems with a cyclic network graph. Sci China Inf Sci, 2023, 66(9): 190206, doi: 10.1007/s11432-022-3846-1

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Observer-based boundary control for an asymmetric output-constrained flexible robotic manipulator
Liu, Yu; Chen, Xiongbin; Mei, Yanfang; Wu, Yilin
Sci China Inf Sci, 2022, 65(3): 139203
Keywords: distributed parameter system; vibration control; asymmetric constraint; disturbance observer; well-posedness; partial differential equation
Cite as: Liu Y, Chen X B, Mei Y F, et al. Observer-based boundary control for an asymmetric output-constrained flexible robotic manipulator. Sci China Inf Sci, 2022, 65(3): 139203, doi: 10.1007/s11432-019-2893-y

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HOSM controller design with asymmetric output constraints
Mei, Keqi; Ding, Shihong
Sci China Inf Sci, 2022, 65(8): 189202
Keywords: sliding mode control; finite-time convergence; constrained control; robust control; adding a power integrator
Cite as: Mei K Q, Ding S H. HOSM controller design with asymmetric output constraints. Sci China Inf Sci, 2022, 65(8): 189202, doi: 10.1007/s11432-020-3158-8

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Tracking control of redundant manipulator under active remote center-of-motion constraints: an RNN-based metaheuristic approach
Khan, Ameer Hamza; Li, Shuai; Cao, Xinwei
Sci China Inf Sci, 2021, 64(3): 132203
Keywords: tracking control; surgical robots; rcm constraints; metaheuristic optimization; recurrent neural network; rnn; redundant manipulator
Cite as: Khan A H, Li S, Cao X W. Tracking control of redundant manipulator under active remote center-of-motion constraints: an RNN-based metaheuristic approach. Sci China Inf Sci, 2021, 64(3): 132203, doi: 10.1007/s11432-019-2735-6

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Optimal car-following control for intelligent vehicles using online road-slope approximation method
Chu, Hongqing; Guo, Lulu; Chen, Hong; Gao, Bingzhao
Sci China Inf Sci, 2021, 64(1): 112201
Keywords: car-following control; road-slope approximation; hierarchical design; linear quadratic regulator; intelligent vehicle
Cite as: Chu H Q, Guo L L, Chen H, et al. Optimal car-following control for intelligent vehicles using online road-slope approximation method. Sci China Inf Sci, 2021, 64(1): 112201, doi: 10.1007/s11432-019-2756-3

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Discrete-time delay systems: part 1. Global fully actuated case
Duan, Guangren
Sci China Inf Sci, 2022, 65(8): 182201
Keywords: discrete-time systems; time-delay systems; time-varying delays; fully actuated systems; control designs
Cite as: Duan G R. Discrete-time delay systems: part 1. Global fully actuated case. Sci China Inf Sci, 2022, 65(8): 182201, doi: 10.1007/s11432-021-3417-3

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Discrete-time delay systems: part 2. Sub-fully actuated case
Duan, Guangren
Sci China Inf Sci, 2022, 65(9): 192201
Keywords: time-delay systems; discrete-time systems; sub-fully actuation; control designs; feasibility
Cite as: Duan G R. Discrete-time delay systems: part 2. Sub-fully actuated case. Sci China Inf Sci, 2022, 65(9): 192201, doi: 10.1007/s11432-021-3448-1

控制 非线性系统与控制 REVIEW Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 16

Survey on applications of algebraic state space theory of logical systems to finite state machines
Yan, Yongyi; Cheng, Daizhan; Feng, Jun-E.; Li, Haitao; Yue, Jumei
Sci China Inf Sci, 2023, 66(1): 111201
Keywords: Boolean control network; Boolean network; finite state machine; learning system; semi-tensor product; STP; ASST
Cite as: Yan Y Y, Cheng D Z, Feng J-E, et al. Survey on applications of algebraic state space theory of logical systems to finite state machines. Sci China Inf Sci, 2023, 66(1): 111201, doi: 10.1007/s11432-022-3538-4

Highly Cited Paper 控制 非线性系统与控制 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 16

Fixed-time stabilization of discontinuous spatiotemporal neural networks with time-varying coefficients via aperiodically switching control
Hu, Xiaofang; Wang, Leimin; Zhang, Chuan-Ke; Wan, Xiongbo; He, Yong
Sci China Inf Sci, 2023, 66(5): 152204
Keywords: spatiotemporal neural networks; discontinuous activations; time-varying coefficients; fixed-time stabilization; aperiodically switching control
Cite as: Hu X F, Wang L M, Zhang C-K, et al. Fixed-time stabilization of discontinuous spatiotemporal neural networks with time-varying coefficients via aperiodically switching control. Sci China Inf Sci, 2023, 66(5): 152204, doi: 10.1007/s11432-022-3633-9

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Fixed-time attitude tracking control for spacecraft based on a fixed-time extended state observer
Zhang, Lijun; Xia, Yuanqing; Shen, Ganghui; Cui, Bing
Sci China Inf Sci, 2021, 64(11): 212201
Keywords: spacecraft; fixed time; attitude tracking; fxteso; fntsmc
Cite as: Zhang L J, Xia Y Q, Shen G H, et al. Fixed-time attitude tracking control for spacecraft based on a fixed-time extended state observer. Sci China Inf Sci, 2021, 64(11): 212201, doi: 10.1007/s11432-019-2823-9

Highly Cited Paper 控制 非线性系统与控制 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 14

Fully actuated system approaches for continuous-time delay systems: part 1. Systems with state delays only
Duan, Guangren
Sci China Inf Sci, 2023, 66(1): 112201
Keywords: time-delay systems; fully actuated systems; controller designs; controllability; stabilizability
Cite as: Duan G R. Fully actuated system approaches for continuous-time delay systems: part 1. Systems with state delays only. Sci China Inf Sci, 2023, 66(1): 112201, doi: 10.1007/s11432-021-3459-x

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Stability analysis of a pipe conveying fluid with a nonlinear energy sink
Duan, Nan; Lin, Sida; Wu, Yuhu; Sun, Xi-Ming; Zhong, Chongquan
Sci China Inf Sci, 2021, 64(5): 152201
Keywords: stability analysis; energy disturbance technique; convexity characteristic; pipes conveying fluid; nonlinear energy sink
Cite as: Duan N, Lin S D, Wu Y H, et al. Stability analysis of a pipe conveying fluid with a nonlinear energy sink. Sci China Inf Sci, 2021, 64(5): 152201, doi: 10.1007/s11432-019-2822-3

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Dwell-time-based stabilization of switched positive systems with only unstable subsystems
Ma, Ruicheng; An, Shuang; Fu, Jun
Sci China Inf Sci, 2021, 64(1): 119205
Keywords: switched positive systems; multiple time-varying lyapunov functions; unstable modes
Cite as: Ma R C, An S, Fu J. Dwell-time-based stabilization of switched positive systems with only unstable subsystems. Sci China Inf Sci, 2021, 64(1): 119205, doi: 10.1007/s11432-018-9787-9

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Containment control of multi-agent systems with nonvanishing disturbance via topology reconfiguration
Shan, Qihe; Teng, Fei; Li, Tieshan; Chen, C. L. Philip
Sci China Inf Sci, 2021, 64(7): 179203
Keywords: multi-agent; nonvanishing disturbance; topology reconfiguration; containment control; convex parameters
Cite as: Shan Q H, Teng F, Li T S, et al. Containment control of multi-agent systems with nonvanishing disturbance via topology reconfiguration. Sci China Inf Sci, 2021, 64(7): 179203, doi: 10.1007/s11432-018-9695-2

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State feedback stabilization of stochastic nonlinear time-delay systems: a dynamic gain method
Jiang, Mengmeng; Xie, Xuejun
Sci China Inf Sci, 2021, 64(1): 119202
Keywords: stochastic nonlinear systems; time-delay; state feedback; dynamic-gain design; asymptotical stabilization
Cite as: Jiang M M, Xie X J. State feedback stabilization of stochastic nonlinear time-delay systems: a dynamic gain method. Sci China Inf Sci, 2021, 64(1): 119202, doi: 10.1007/s11432-018-9565-7

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Adaptive fuzzy backstepping control for attitude stabilization of flexible spacecraft with signal quantization and actuator faults
Liu, Qiuhong; Liu, Ming; Duan, Guangren
Sci China Inf Sci, 2021, 64(5): 152205
Keywords: fault-tolerant control; attitude stabilization; signal quantization; adaptive fuzzy control; back-stepping control
Cite as: Liu Q H, Liu M, Duan G R. Adaptive fuzzy backstepping control for attitude stabilization of flexible spacecraft with signal quantization and actuator faults. Sci China Inf Sci, 2021, 64(5): 152205, doi: 10.1007/s11432-020-2949-5

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Adaptive output-feedback tracking for nonlinear systems with unknown control direction and generic inverse dynamics
Wang, Yuan; Liu, Yungang
Sci China Inf Sci, 2022, 65(8): 182204
Keywords: nonlinear systems; ISpS inverse dynamics; unknown control direction; practical output tracking; global output feedback; adaptive compensation
Cite as: Wang Y, Liu Y G. Adaptive output-feedback tracking for nonlinear systems with unknown control direction and generic inverse dynamics. Sci China Inf Sci, 2022, 65(8): 182204, doi: 10.1007/s11432-020-3207-3

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Adaptive dynamic surface control of high-order strict feedback nonlinear systems with parameter estimations
Hou, Mingzhe; Shi, Wenrui; Fang, Leyan; Duan, Guangren
Sci China Inf Sci, 2023, 66(5): 159203
Keywords: adaptive control; dynamic surface control; high-order strict feedback nonlinear systems; parameter estimation; parametric uncertainties
Cite as: Hou M Z, Shi W R, Fang L Y, et al. Adaptive dynamic surface control of high-order strict feedback nonlinear systems with parameter estimations. Sci China Inf Sci, 2023, 66(5): 159203, doi: 10.1007/s11432-021-3488-6

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Adaptive control of nonlinear systems with severe uncertainties in the input powers
Yu, Linzhen; Liu, Yungang; Man, Yongchao
Sci China Inf Sci, 2021, 64(1): 112211
Keywords: nonlinear systems; severe uncertainties; global stabilization; unknown input powers; switching adaptive control
Cite as: Yu L Z, Liu Y G, Man Y C. Adaptive control of nonlinear systems with severe uncertainties in the input powers. Sci China Inf Sci, 2021, 64(1): 112211, doi: 10.1007/s11432-019-2762-3

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Fully actuated system approaches for continuous-time delay systems: part 2. Systems with input delays
Duan, Guangren
Sci China Inf Sci, 2023, 66(2): 122201
Keywords: time-delay systems; fully actuated systems; controller designs; input delays; time-varying delays
Cite as: Duan G R. Fully actuated system approaches for continuous-time delay systems: part 2. Systems with input delays. Sci China Inf Sci, 2023, 66(2): 122201, doi: 10.1007/s11432-021-3460-y

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Rapid dynamical pattern recognition for sampling sequences
Wu, Weiming; Wang, Qian; Yuan, Chengzhi; Wang, Cong
Sci China Inf Sci, 2021, 64(3): 132201
Keywords: deterministic learning; dynamical pattern recognition; sampling sequence; synchronization
Cite as: Wu W M, Wang Q, Yuan C Z, et al. Rapid dynamical pattern recognition for sampling sequences. Sci China Inf Sci, 2021, 64(3): 132201, doi: 10.1007/s11432-019-2878-y

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Global practical tracking via disturbance rejection control for uncertain nonlinear systems with quantized input and output
Fan, Debao; Zhang, Xianfu; Chang, Yanjie; Lu, Xiaodong
Sci China Inf Sci, 2022, 65(1): 119201
Keywords: global practical tracking; time-varying external disturbance; quantized input and output; gpio; output feedback; uncertain nonlinear systems
Cite as: Fan D B, Zhang X F, Chang Y J, et al. Global practical tracking via disturbance rejection control for uncertain nonlinear systems with quantized input and output. Sci China Inf Sci, 2022, 65(1): 119201, doi: 10.1007/s11432-019-2786-1

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Torque allocation of four-wheel drive EVs considering tire slip energy
Gao, Bingzhao; Yan, Yongjun; Chu, Hong; Chen, Hong; Xu, Nan
Sci China Inf Sci, 2022, 65(2): 122202
Keywords: control allocation; four-wheel drive electric vehicles; tire slip energy model; multi-objective optimization
Cite as: Gao B Z, Yan Y J, Chu H, et al. Torque allocation of four-wheel drive EVs considering tire slip energy. Sci China Inf Sci, 2022, 65(2): 122202, doi: 10.1007/s11432-019-2946-8

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Leader-follower formation control of underactuated surface vessels
He, Xiaodong; Geng, Zhiyong
Sci China Inf Sci, 2022, 65(10): 209201
Keywords: underactuated surface vessel; leader-follower formation; lie group; formation feasibility; trajectory tracking
Cite as: He X D, Geng Z Y. Leader-follower formation control of underactuated surface vessels. Sci China Inf Sci, 2022, 65(10): 209201, doi: 10.1007/s11432-020-2948-y

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Positivity and stability of timescale-type linear singular systems with time delays
Lu, Xiaodong; Li, Haitao; Zhang, Xianfu
Sci China Inf Sci, 2022, 65(12): 222201
Keywords: positivity; stability; time delay; linear singular systems; timescale-type systems
Cite as: Lu X D, Li H T, Zhang X F. Positivity and stability of timescale-type linear singular systems with time delays. Sci China Inf Sci, 2022, 65(12): 222201, doi: 10.1007/s11432-022-3517-7

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Predictive coordinated control of fuel consumption and emissions for diesel engine vehicles under intelligent network environments
Liu, Di; Chen, Hong; Gao, Jinwu; Zhao, Jinghua; Hu, Yunfeng
Sci China Inf Sci, 2021, 64(9): 199202
Keywords: predictive control; coordinated control; constraint; intelligent network information; diesel vehicle
Cite as: Liu D, Chen H, Gao J W, et al. Predictive coordinated control of fuel consumption and emissions for diesel engine vehicles under intelligent network environments. Sci China Inf Sci, 2021, 64(9): 199202, doi: 10.1007/s11432-018-9796-1

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Simplified prescribed performance tracking control of uncertain nonlinear systems
Fan, Quan-Yong; Xu, Shuoheng; Xu, Bin; Qiu, Jianlong
Sci China Inf Sci, 2022, 65(8): 189204
Keywords: nonlinear systems; tracking control; prescribed performance control; neural network; sum of squares
Cite as: Fan Q-Y, Xu S H, Xu B, et al. Simplified prescribed performance tracking control of uncertain nonlinear systems. Sci China Inf Sci, 2022, 65(8): 189204, doi: 10.1007/s11432-020-2989-1

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Fully actuated system approach to attitude control of flexible spacecraft with nonlinear time-varying inertia
Zhao, Tianyi; Duan, Guang-Ren
Sci China Inf Sci, 2022, 65(11): 212201
Keywords: high-order fully actuated system; flexible spacecraft; time-varying nonlinear systems; attitude stabilization; attitude maneuvering
Cite as: Zhao T Y, Duan G-R. Fully actuated system approach to attitude control of flexible spacecraft with nonlinear time-varying inertia. Sci China Inf Sci, 2022, 65(11): 212201, doi: 10.1007/s11432-021-3349-3

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Adaptive event-trigger-based sampled-data stabilization of complex-valued neural networks: a real and complex LMI approach
Wang, Xiaohong; Wang, Zhen; Xia, Jianwei; Shen, Hao; Li, Yuxia
Sci China Inf Sci, 2023, 66(4): 149203
Keywords: delayed complex-valued neural networks; adaptive event-trigger scheme; stabilization; discontinuous Lyapunov functional; LMIs
Cite as: Wang X H, Wang Z, Xia J W, et al. Adaptive event-trigger-based sampled-data stabilization of complex-valued neural networks: a real and complex LMI approach. Sci China Inf Sci, 2023, 66(4): 149203, doi: 10.1007/s11432-020-3237-x

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Robust control of high-order nonlinear systems with unknown measurement sensitivity
Liu, Cai-Yun; Sun, Zong-Yao; Meng, Qinghua; Sun, Wei
Sci China Inf Sci, 2021, 64(6): 169204
Keywords: robust control; high-order nonlinear systems; time-varying sensitivity; predetermined bounded set; uncontrollable linearization
Cite as: Liu C-Y, Sun Z-Y, Meng Q H, et al. Robust control of high-order nonlinear systems with unknown measurement sensitivity. Sci China Inf Sci, 2021, 64(6): 169204, doi: 10.1007/s11432-019-1467-3

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Global adaptive stabilization for planar nonlinear systems with unknown input powers
Man, Yongchao; Liu, Yungang
Sci China Inf Sci, 2021, 64(9): 199204
Keywords: nonlinear systems; multiple serious uncertainties; unknown input powers; adaptive control; global stabilization
Cite as: Man Y C, Liu Y G. Global adaptive stabilization for planar nonlinear systems with unknown input powers. Sci China Inf Sci, 2021, 64(9): 199204, doi: 10.1007/s11432-018-9774-y

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Observability of Galois nonlinear feedback shift registers
Kong, Wenhui; Zhong, Jianghua; Lin, Dongdai
Sci China Inf Sci, 2022, 65(9): 192206
Keywords: shift register; stream cipher; observability; Boolean network; semi-tensor product
Cite as: Kong W H, Zhong J H, Lin D D. Observability of Galois nonlinear feedback shift registers. Sci China Inf Sci, 2022, 65(9): 192206, doi: 10.1007/s11432-021-3346-6

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Pattern-based learning and control of nonlinear pure-feedback systems with prescribed performance
Zhang, Fukai; Wu, Weiming; Wang, Cong
Sci China Inf Sci, 2023, 66(1): 112202
Keywords: adaptive neural control; deterministic learning; neural networks; pattern-based control; high gain observer; pure-feedback systems
Cite as: Zhang F K, Wu W M, Wang C. Pattern-based learning and control of nonlinear pure-feedback systems with prescribed performance. Sci China Inf Sci, 2023, 66(1): 112202, doi: 10.1007/s11432-021-3434-9

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A local observability analysis method for a time-varying nonlinear system and its application in the continuous self-calibration system
Wang, Qi; Wang, Lixin; Qin, Weiwei; Shen, Qiang
Sci China Inf Sci, 2021, 64(1): 119201
Keywords: continuous self-calibration; local observability; piece-wise constant systems; pwcs; observable degree; rotation scheme
Cite as: Wang Q, Wang L X, Qin W W, et al. A local observability analysis method for a time-varying nonlinear system and its application in the continuous self-calibration system. Sci China Inf Sci, 2021, 64(1): 119201, doi: 10.1007/s11432-018-9725-1

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Finite element approach to continuous potential games
Hao, Yaqi; Cheng, Daizhan
Sci China Inf Sci, 2021, 64(4): 149202
Keywords: continuous potential game; finite element approach; finite potential sub-game; numerical solution; convergence
Cite as: Hao Y Q, Cheng D Z. Finite element approach to continuous potential games. Sci China Inf Sci, 2021, 64(4): 149202, doi: 10.1007/s11432-018-9763-7

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Exponential stability of discrete-time positive switched T-S fuzzy systems with all unstable subsystems
Yang, Gengjiao; Hao, Fei; Zhang, Lin; Li, Bohu
Sci China Inf Sci, 2021, 64(5): 159205
Keywords: stability analysis; positive switched nonlinear systems; t-s model; unstable subsystems; fast mdadt
Cite as: Yang G J, Hao F, Zhang L, et al. Exponential stability of discrete-time positive switched T-S fuzzy systems with all unstable subsystems. Sci China Inf Sci, 2021, 64(5): 159205, doi: 10.1007/s11432-019-2655-y

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Profile-dynamic based fictitious play
Zhang, Xiao; Cheng, Daizhan
Sci China Inf Sci, 2021, 64(6): 169202
Keywords: fictitious play; nonlinear system; nash equilibrium; dynamic evolution; semi-tensor product of matrices
Cite as: Zhang X, Cheng D Z. Profile-dynamic based fictitious play. Sci China Inf Sci, 2021, 64(6): 169202, doi: 10.1007/s11432-019-9926-2

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Output feedback stabilization for power-integrator systems with unknown measurement sensitivity
Shao, Yu; Sun, Zong-Yao; Xie, Xue-Jun; Liu, Zhen-Guo
Sci China Inf Sci, 2021, 64(9): 199201
Keywords: output feedback; homogeneous observer; unknown measurement sensitivity; adding a power integrator; reduced-order observer
Cite as: Shao Y, Sun Z-Y, Xie X-J, et al. Output feedback stabilization for power-integrator systems with unknown measurement sensitivity. Sci China Inf Sci, 2021, 64(9): 199201, doi: 10.1007/s11432-018-9773-3

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Stability and stabilization of a class of switched stochastic systems with saturation control
Guo, Yingxin; Ge, Shuzhi Sam; Fu, Jianting; Xu, Chao
Sci China Inf Sci, 2021, 64(12): 222201
Keywords: switched stochastic systems; matric theory; gronwall inequality; stability
Cite as: Guo Y X, Ge S S, Fu J T, et al. Stability and stabilization of a class of switched stochastic systems with saturation control. Sci China Inf Sci, 2021, 64(12): 222201, doi: 10.1007/s11432-020-3002-7

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Nonlinear model predictive control for trajectory tracking of quadrotors using Lyapunov techniques
Wang, Dong; Pan, Quan; Hu, Jinwen; Zhao, Chunhui
Sci China Inf Sci, 2022, 65(6): 169202
Keywords: trajectory tracking; obstacle avoidance; input constraints; commercial quadrotors; nonlinear model predictive control
Cite as: Wang D, Pan Q, Hu J W, et al. Nonlinear model predictive control for trajectory tracking of quadrotors using Lyapunov techniques. Sci China Inf Sci, 2022, 65(6): 169202, doi: 10.1007/s11432-020-3053-y

控制 非线性系统与控制 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 2

Further results on bilinear behavior formulation of finite state machines
Yue, Jumei; Yan, Yongyi; Chen, Zengqiang; Deng, He
Sci China Inf Sci, 2022, 65(11): 219201
Keywords: behavior formulation; finite state machines; controllability; reachability; semi-tensor product of matrices
Cite as: Yue J M, Yan Y Y, Chen Z Q, et al. Further results on bilinear behavior formulation of finite state machines. Sci China Inf Sci, 2022, 65(11): 219201, doi: 10.1007/s11432-020-3161-6

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Model predictive control with fractional-order delay compensation for fast sampling systems
Zhou, Ze; Liu, Zhitao; Su, Hongye; Zhang, Liyan
Sci China Inf Sci, 2021, 64(7): 172211
Keywords: model predictive control; fast sampling systems; sampling delay; fractional-order; lagrange interpolation polynomial
Cite as: Zhou Z, Liu Z T, Su H Y, et al. Model predictive control with fractional-order delay compensation for fast sampling systems. Sci China Inf Sci, 2021, 64(7): 172211, doi: 10.1007/s11432-020-3096-0

控制 非线性系统与控制 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

A novel strategy to solve communication constraints for formation control of multi-AUVs
Gao, Zhenyu; Guo, Ge
Sci China Inf Sci, 2021, 64(7): 179204
Keywords: event-triggered; fixed-time stable; velocity observer; formation control; autonomous underwater vehicles
Cite as: Gao Z Y, Guo G. A novel strategy to solve communication constraints for formation control of multi-AUVs. Sci China Inf Sci, 2021, 64(7): 179204, doi: 10.1007/s11432-018-9672-1

控制 非线性系统与控制 LETTER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

New stability results of generalized impulsive functional differential equations
Liu, Chao; Liu, Xiaoyang; Yang, Zheng; Yang, Hongyu; Huang, Junjian
Sci China Inf Sci, 2022, 65(2): 129201
Keywords: stability; impulsive functional differential equation; uniformly stable function; razumikhin technique; lyapunov function
Cite as: Liu C, Liu X Y, Yang Z, et al. New stability results of generalized impulsive functional differential equations. Sci China Inf Sci, 2022, 65(2): 129201, doi: 10.1007/s11432-019-2711-4

控制 非线性系统与控制 NEWS & VIEWS Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

Open-source dataset of vehicle state for an electric vehicle on a low-adhesion road
Cai, Shuo; Ding, Haitao; Hu, Yunfeng; Zhang, Lin; Li, Qin; Chen, Hong
Sci China Inf Sci, 2022, 65(3): 137201
Keywords: vehicle experimental data; dynamics modeling; state estimation; control system design; low adhesion road
Cite as: Cai S, Ding H T, Hu Y F, et al. Open-source dataset of vehicle state for an electric vehicle on a low-adhesion road. Sci China Inf Sci, 2022, 65(3): 137201, doi: 10.1007/s11432-020-3200-5

控制 非线性系统与控制 LETTER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

MPC-based strategy for longitudinal and lateral stabilization of a vehicle under extreme conditions
Li, Zihan; Wang, Ping; Zhu, Chaojie; Hu, Yunfeng; Chen, Hong
Sci China Inf Sci, 2022, 65(7): 179203
Keywords: model predictive control; stability control; combined-slip characteristics; lugre tire model; extreme driving conditions
Cite as: Li Z H, Wang P, Zhu C J, et al. MPC-based strategy for longitudinal and lateral stabilization of a vehicle under extreme conditions. Sci China Inf Sci, 2022, 65(7): 179203, doi: 10.1007/s11432-019-3070-y

控制 非线性系统与控制 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

Mean square stability of discrete-time linear systems with random impulsive disturbances
Long, Jiamei; Guo, Yuqian; Gui, Weihua
Sci China Inf Sci, 2023, 66(6): 169203
Keywords: mean square stability; hybrid index model; random impulse; discrete-time impulsive systems; hybrid systems
Cite as: Long J M, Guo Y Q, Gui W H. Mean square stability of discrete-time linear systems with random impulsive disturbances. Sci China Inf Sci, 2023, 66(6): 169203, doi: 10.1007/s11432-021-3292-3

控制 非线性系统与控制 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

Exponential stability analysis of switched positive nonlinear systems with impulsive effects via multiple max-separable Lyapunov functions
Tian, Dadong; Xia, Jianwei; Sun, Yuangong; Li, Mei
Sci China Inf Sci, 2023, 66(6): 169205
Keywords: switched positive systems; nonlinear systems; stability analysis; time-varying delays; impulsive effects
Cite as: Tian D D, Xia J W, Sun Y G, et al. Exponential stability analysis of switched positive nonlinear systems with impulsive effects via multiple max-separable Lyapunov functions. Sci China Inf Sci, 2023, 66(6): 169205, doi: 10.1007/s11432-021-3368-y

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Event-triggered tracking control for a class of nonholonomic systems in chained form
Xu, Liang; Su, Youfeng; Cai, He
Sci China Inf Sci, 2023, 66(7): 172201
Keywords: event-triggered; nonholonomic systems; strict Lyapunov function; tracking; integral input-to-state stable
Cite as: Xu L, Su Y F, Cai H. Event-triggered tracking control for a class of nonholonomic systems in chained form. Sci China Inf Sci, 2023, 66(7): 172201, doi: 10.1007/s11432-022-3648-8

控制 非线性系统与控制 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

Decentralized output-feedback control of triangular large-scale nonlinear impulsive systems with time-varying delays: a gain scaling approach
Fan, Debao; Zhang, Xianfu; Pan, Weihao; Li, Hanfeng
Sci China Inf Sci, 2023, 66(11): 212205
Keywords: triangular large-scale systems; nonlinear impulsive systems; time-varying delay; output feedback; gain scaling approach
Cite as: Fan D B, Zhang X F, Pan W H, et al. Decentralized output-feedback control of triangular large-scale nonlinear impulsive systems with time-varying delays: a gain scaling approach. Sci China Inf Sci, 2023, 66(11): 212205, doi: 10.1007/s11432-023-3784-5

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Optimal comfortability control of hybrid electric powertrains in acceleration mode
Zhang, Bo; Zhang, Yahui; Zhang, Jiangyan; Shen, Tielong
Sci China Inf Sci, 2021, 64(7): 172201
Keywords: ride comfortability; black-box module; hybrid electric vehicles (hevs); genetic algorithm (ga); acceleration mode
Cite as: Zhang B, Zhang Y H, Zhang J Y, et al. Optimal comfortability control of hybrid electric powertrains in acceleration mode. Sci China Inf Sci, 2021, 64(7): 172201, doi: 10.1007/s11432-020-2912-2

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Quantized tracking control for nonlinear systems with unstable linearization
Liu, Ying; Li, Wuquan; Yao, Xiaoxiao
Sci China Inf Sci, 2021, 64(7): 179205
Keywords: quantized tracking control; unstable linearization; nonlinear system; backstepping; globally uniformly bounded
Cite as: Liu Y, Li W Q, Yao X X. Quantized tracking control for nonlinear systems with unstable linearization. Sci China Inf Sci, 2021, 64(7): 179205, doi: 10.1007/s11432-018-9737-4

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Parametric control of quasi-linear second-order systems with partitioned eigenstructure assignment by output feedback
Liu, Weizhen; Duan, Guangren; Gu, Dake
Sci China Inf Sci, 2023, 66(4): 142201
Keywords: quasi-linear second-order systems; partitioned eigenstructure assignment; parametric approach; Sylvester matrix equation; output feedback
Cite as: Liu W Z, Guan G R, Gu D K. Parametric control of quasi-linear second-order systems with partitioned eigenstructure assignment by output feedback. Sci China Inf Sci, 2023, 66(4): 142201, doi: 10.1007/s11432-021-3386-2

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A new analysis approach to the output constraint and its application in high-order nonlinear systems
Wu, You; Xie, Xuejun
Sci China Inf Sci, 2023, 66(5): 159206
Keywords: high-order nonlinear systems; output-constrained subset; barrier-transformed function; state-feedback stabilization; uniformly asymptotic stability
Cite as: Wu Y, Xie X J. A new analysis approach to the output constraint and its application in high-order nonlinear systems. Sci China Inf Sci, 2023, 66(5): 159206, doi: 10.1007/s11432-022-3572-7

Special Topic: Entanglement of Control and Optimization
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Optimal output regulation for PMSM speed servo system using approximate dynamic programming
Ping, Zhaowu; Jia, Yingjie; Xiong, Bangguo; Zhang, Hongwei; Lu, Jun-Guo
Sci China Inf Sci, 2023, 66(7): 170206
Keywords: approximate dynamic programming; disturbance rejection; optimal output regulation; permanent magnet synchronous motor; speed tracking
Cite as: Ping Z W, Jia Y J, Xiong B G, et al. Optimal output regulation for PMSM speed servo system using approximate dynamic programming. Sci China Inf Sci, 2023, 66(7): 170206, doi: 10.1007/s11432-022-3682-x

Special Topic: Control, Optimization, and Learning for Networked Systems
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Sliding modes: from asymptoticity, to finite time and fixed time
Yu, Wenwu; Yu, Xinghuo; Wang, He
Sci China Inf Sci, 2023, 66(9): 190205
Keywords: sliding mode control; fixed-time sliding mode; linear sliding mode; terminal sliding mode; power sliding mode; nonlinear systems
Cite as: Yu W W, Yu X H, Wang H. Sliding modes: from asymptoticity, to finite time and fixed time. Sci China Inf Sci, 2023, 66(9): 190205, doi: 10.1007/s11432-022-3837-7

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Adaptive estimation and control for uncertain nonlinear systems and full actuation control
Yan, Fei; Zhang, Mingyuan; Gu, Guoxiang
Sci China Inf Sci, 2023, 66(11): 212204
Keywords: adaptive control; asymptotic stabilization; full actuation and under actuation; least-squares; nonlinear systems
Cite as: Yan F, Zhang M Y, Gu G X. Adaptive estimation and control for uncertain nonlinear systems and full actuation control. Sci China Inf Sci, 2023, 66(11): 212204, doi: 10.1007/s11432-022-3737-4

Highly Cited Paper 控制 机器人与无人系统 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 50

Human guided cooperative robotic agents in smart home using beetle antennae search
Khan, Ameer Tamoor; Li, Shuai; Cao, Xinwei
Sci China Inf Sci, 2022, 65(2): 122204
Keywords: network; human guided smart-home; assistive agents; metaheuristic optimization; beetle antennae search; zeroing neural
Cite as: Khan A T, Li S, Cao X W. Human guided cooperative robotic agents in smart home using beetle antennae search. Sci China Inf Sci, 2022, 65(2): 122204, doi: 10.1007/s11432-020-3073-5

控制 机器人与无人系统 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 37

Trajectory prediction of cyclist based on dynamic Bayesian network and long short-term memory model at unsignalized intersections
Gao, Hongbo; Su, Hang; Cai, Yingfeng; Wu, Renfei; Hao, Zhengyuan; Xu, Yongneng; Wu, Wei; Wang, Jianqing; Li, Zhijun; Kan, Zhen
Sci China Inf Sci, 2021, 64(7): 172207
Keywords: trajectory prediction; dynamic bayesian network (dbn); long short-term memory (lstm); unsignalized intersections; motion intention
Cite as: Gao H B, Su H, Cai Y F, et al. Trajectory prediction of cyclist based on dynamic Bayesian network and long short-term memory model at unsignalized intersections. Sci China Inf Sci, 2021, 64(7): 172207, doi: 10.1007/s11432-020-3071-8

From CAS & CAE Members
控制 机器人与无人系统 REVIEW Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 19

Improving performance of robots using human-inspired approaches: a survey
Qiao, Hong; Zhong, Shanlin; Chen, Ziyu; Wang, Hongze
Sci China Inf Sci, 2022, 65(12): 221201
Keywords: human-inspired intelligent robots; brain-inspired intelligence; decision making; visual cognition; musculoskeletal robots
Cite as: Qiao H, Zhong S L, Chen Z Y, et al. Improving performance of robots using human-inspired approaches: a survey. Sci China Inf Sci, 2022, 65(12): 221201, doi: 10.1007/s11432-022-3606-1

控制 机器人与无人系统 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 13

Novel sliding-mode disturbance observer-based tracking control with applications to robot manipulators
Sun, Tairen; Cheng, Long; Hou, Zengguang; Tan, Min
Sci China Inf Sci, 2021, 64(7): 172205
Keywords: adaptive control; robot manipulator; disturbance observer; sliding mode
Cite as: Sun T R, Cheng L, Hou Z G, et al. Novel sliding-mode disturbance observer-based tracking control with applications to robot manipulators. Sci China Inf Sci, 2021, 64(7): 172205, doi: 10.1007/s11432-020-3043-y

控制 机器人与无人系统 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 11

Smooth quadrotor trajectory generation for tracking a moving target in cluttered environments
Xi, Lele; Peng, Zhihong; Jiao, Lei; Chen, Ben M.
Sci China Inf Sci, 2021, 64(7): 172209
Keywords: quadrotor; target tracking; trajectory generation; b-spline; convex optimization
Cite as: Xi L L, Peng Z H, Jiao L, et al. Smooth quadrotor trajectory generation for tracking a moving target in cluttered environments. Sci China Inf Sci, 2021, 64(7): 172209, doi: 10.1007/s11432-020-3056-5

控制 机器人与无人系统 MOOP Video Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 10

Wearable ubiquitous energy system
Deng, Fang; Ding, Ning; Ye, Ziman; Cai, Yeyun; Chen, Jie
Sci China Inf Sci, 2021, 64(2): 124201
Keywords: wearable energy harvesting; ubiquitous energy; energy control; wearable device; human body
Cite as: Deng F, Ding N, Ye Z M, et al. Wearable ubiquitous energy system. Sci China Inf Sci, 2021, 64(2): 124201, doi: 10.1007/s11432-020-2895-3

控制 机器人与无人系统 LETTER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 6

Active knee joint exoskeleton for stair ascent augmentation
Zhang, Zongwei; Fan, Jizhuang; Jin, Hongzhe; Zheng, Tianjiao; Zhao, Sikai; Ma, Shun; Zhao, Jie; Zhu, Yanhe
Sci China Inf Sci, 2021, 64(3): 139204
Keywords: exoskeleton; stair climbing; hybrid control; zero-force tracking; switching controller
Cite as: Zhang Z W, Fan J Z, Jin H Z, et al. Active knee joint exoskeleton for stair ascent augmentation. Sci China Inf Sci, 2021, 64(3): 139204, doi: 10.1007/s11432-018-9767-6

控制 机器人与无人系统 MOOP Video Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 6

Snoring detection based on a stretchable strain sensor
Li, Zhengwei; Song, Qingkun; Cheng, Long; Tan, Min
Sci China Inf Sci, 2021, 64(7): 174201
Keywords: snoring detection; strain sensor; sleeping quality monitoring; detection algorithm; wearable device
Cite as: Li Z W, Song Q K, Cheng L, et al. Snoring detection based on a stretchable strain sensor. Sci China Inf Sci, 2021, 64(7): 174201, doi: 10.1007/s11432-019-2674-2

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Event-triggered shared lateral control for safe-maneuver of intelligent vehicles
Jiang, Yan; Zhang, Xinglong; Xu, Xin; Zhou, Xing; Dong, Zhengzheng
Sci China Inf Sci, 2021, 64(7): 172203
Keywords: trajectory prediction; risk assessment; shared lateral control; model predictive control
Cite as: Jiang Y, Zhang X L, Xu X, et al. Event-triggered shared lateral control for safe-maneuver of intelligent vehicles. Sci China Inf Sci, 2021, 64(7): 172203, doi: 10.1007/s11432-020-2961-8

控制 机器人与无人系统 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 5

A gecko-inspired adhesive robotic end effector for critical-contact manipulation
Chu, Zhongyi; Deng, Jie; Su, Lin; Cui, Jing; Sun, Fuchun
Sci China Inf Sci, 2022, 65(8): 182203
Keywords: critical-contact manipulation; gecko-inspired microwedge adhesive; robotic end effector; half-scissor variable-scale actuator; tactile sensor
Cite as: Chu Z Y, Deng J, Su L, et al. A gecko-inspired adhesive robotic end effector for critical-contact manipulation. Sci China Inf Sci, 2022, 65(8): 182203, doi: 10.1007/s11432-020-3152-7

控制 机器人与无人系统 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 3

A population randomization-based multi-objective genetic algorithm for gesture adaptation in human-robot interaction
Chen, Luefeng; Su, Wanjuan; Li, Min; Wu, Min; Pedrycz, Witold; Hirota, Kaoru
Sci China Inf Sci, 2021, 64(1): 112208
Keywords: multi-objective genetic algorithm; gesture adaptation; human-robot interaction
Cite as: Chen L F, Su W J, Li M, et al. A population randomization-based multi-objective genetic algorithm for gesture adaptation in human-robot interaction. Sci China Inf Sci, 2021, 64(1): 112208, doi: 10.1007/s11432-019-2749-0

控制 机器人与无人系统 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 3

Center tracking for healthy and diseased cardia
Su, Baiquan; Teng, Yunlai; Wang, Zehao; Hu, Yida; Kuang, Shaolong; Wang, Ye; Zhang, Tingting; Tang, Jie; Yao, Wei; Zong, Ye
Sci China Inf Sci, 2021, 64(11): 219203
Keywords: anatomical structure recognition; medical gastrointestinal robot; image guidance; cardia center; realtime tracking
Cite as: Su B Q, Teng Y L, Wang Z H, et al. Center tracking for healthy and diseased cardia. Sci China Inf Sci, 2021, 64(11): 219203, doi: 10.1007/s11432-020-2978-6

控制 机器人与无人系统 MOOP Video Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 3

Modeling and analysis of an underwater biomimetic vehicle-manipulator system
Bai, Xuejian; Wang, Yu; Wang, Shuo; Wang, Rui; Tan, Min; Wang, Wei
Sci China Inf Sci, 2022, 65(3): 134201
Keywords: underwater biomimetic vehicle; underwater robots; underwater vehicle-manipulator system; biomimetic robots; hydrodynamic modeling
Cite as: Bai X J, Wang Y, Wang S, et al. Modeling and analysis of an underwater biomimetic vehicle-manipulator system. Sci China Inf Sci, 2022, 65(3): 134201, doi: 10.1007/s11432-020-3054-7

控制 机器人与无人系统 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 3

Disturbance observer-based nonsingular fixed-time sliding mode tracking control for a quadcopter
Cheng, Xing; Liu, Zhi-Wei; Hou, Huazhou; Guan, Zhi-Hong
Sci China Inf Sci, 2022, 65(9): 192202
Keywords: fixed-time disturbance observer; fixed-time sliding mode control; quadcopter; trajectory tracking; nonsingular
Cite as: Cheng X, Liu Z-W, Hou H Z, et al. Disturbance observer-based nonsingular fixed-time sliding mode tracking control for a quadcopter. Sci China Inf Sci, 2022, 65(9): 192202, doi: 10.1007/s11432-020-3153-x

控制 机器人与无人系统 LETTER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 3

Robotic haptic adjective perception based on coupled sparse coding
Xiong, Pengwen; He, Kongfei; Song, Aiguo; Liu, Peter X.
Sci China Inf Sci, 2023, 66(2): 129201
Keywords: haptic sensor; tactile; robot; multimodal fusion; sparse coding
Cite as: Xiong P W, He K F, Song A G, et al. Robotic haptic adjective perception based on coupled sparse coding. Sci China Inf Sci, 2023, 66(2): 129201, doi: 10.1007/s11432-021-3512-6

控制 机器人与无人系统 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 2

Optimal design of a scaled-up PRO system using swarm intelligence approach
Chen, Yingxue; Shi, Zhongke; Xu, Bin; Shaheed, Mohammad Hasan
Sci China Inf Sci, 2021, 64(12): 222203
Keywords: maximum power point tracking; mppt; swarm intelligence; metaheuristic algorithms; pressure-retarded osmosis; pro; harris hawks optimization; hho
Cite as: Chen Y X, Shi Z K, Xu B, et al. Optimal design of a scaled-up PRO system using swarm intelligence approach. Sci China Inf Sci, 2021, 64(12): 222203, doi: 10.1007/s11432-020-3110-x

控制 机器人与无人系统 MOOP Video Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 2

Manipulation skill learning on multi-step complex task based on explicit and implicit curriculum learning
Liu, Naijun; Lu, Tao; Cai, Yinghao; Wang, Rui; Wang, Shuo
Sci China Inf Sci, 2022, 65(1): 114201
Keywords: robot; manipulation skill learning; complex task; deep reinforcement learning; curriculumn learning
Cite as: Liu N J, Lu T, Cai Y H, et al. Manipulation skill learning on multi-step complex task based on explicit and implicit curriculum learning. Sci China Inf Sci, 2022, 65(1): 114201, doi: 10.1007/s11432-019-2648-7

控制 机器人与无人系统 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 2

Autonomous navigation of a multirotor robot in GNSS-denied environments for search and rescue
Hou, Xiaolei; Li, Zhuoyi; Pan, Quan
Sci China Inf Sci, 2023, 66(3): 139203
Keywords: unmanned aerial vehicle; multiple sensor information fusion; self-localization; autonomous navigation; path planning
Cite as: Hou X L, Li Z Y, Pan Q. Autonomous navigation of a multirotor robot in GNSS-denied environments for search and rescue. Sci China Inf Sci, 2023, 66(3): 139203, doi: 10.1007/s11432-020-3188-4

控制 机器人与无人系统 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

Line-of-sight based three-dimensional path following control for an underactuated robotic dolphin
Liu, Jincun; Liu, Zhenna; Yu, Junzhi
Sci China Inf Sci, 2021, 64(1): 112210
Keywords: robotic dolphin; path following; 3-d; los guidance law; decoupling motion
Cite as: Liu J C, Liu Z N, Yu J Z. Line-of-sight based three-dimensional path following control for an underactuated robotic dolphin. Sci China Inf Sci, 2021, 64(1): 112210, doi: 10.1007/s11432-019-2743-8

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GPR and SPSO-CG based gait pattern generation for subject-specific training
Wang, Weiqun; Shi, Weiguo; Ren, Shixin; Hou, Zeng-Guang; Liang, Xu; Wang, Jiaxin; Peng, Liang
Sci China Inf Sci, 2021, 64(8): 189204
Keywords: rehabilitation robot; gait training; modeling and optimization; subject-spicific training; gait pattern generation
Cite as: Wang W Q, Shi W G, Ren S X, et al. GPR and SPSO-CG based gait pattern generation for subject-specific training. Sci China Inf Sci, 2021, 64(8): 189204, doi: 10.1007/s11432-018-9816-4

控制 机器人与无人系统 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

Numerical and experimental investigation of aerodynamic heat control of leading edge of hypersonic vehicle's flexible skin
Lu, Xiaozhou; Yuan, Chao; Bao, Weimin; Bai, Guanghui; Meng, Fancheng
Sci China Inf Sci, 2022, 65(10): 202203
Keywords: hypersonic vehicle; flexible skin; ultra-thermal protection; micro-channel; transpiration cooling
Cite as: Lv X Z, Yuan C, Bao W M, et al. Numerical and experimental investigation of aerodynamic heat control of leading edge of hypersonic vehicle's flexible skin. Sci China Inf Sci, 2022, 65(10): 202203, doi: 10.1007/s11432-021-3312-4

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Accurate RGB-D SLAM in dynamic environments based on dynamic visual feature removal
Liu, Chenxin; Qin, Jiahu; Wang, Shuai; Yu, Lei; Wang, Yaonan
Sci China Inf Sci, 2022, 65(10): 202206
Keywords: SLAM; dynamic environments; indoor localization; graph-cut; robot navigation
Cite as: Liu C X, Qin J H, Wang S, et al. Accurate RGB-D SLAM in dynamic environments based on dynamic visual feature removal. Sci China Inf Sci, 2022, 65(10): 202206, doi: 10.1007/s11432-021-3425-8

控制 机器人与无人系统 NEWS & VIEWS Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

IEEE standard pioneered an IT-led interdisciplinary approach to structure low-altitude airspace for UAV operations
Wu, Chenchen; Liao, Xiaohan; Yang, Fei
Sci China Inf Sci, 2022, 65(10): 207201
Keywords: Unmanned Aerial Vehicle; UAV; Information Technology; Low-altitude airspace; IEEE standard; UAV operations
Cite as: Xu C C, Liao X H, Yang F. IEEE standard pioneered an IT-led interdisciplinary approach to structure low-altitude airspace for UAV operations. Sci China Inf Sci, 2022, 65(10): 207201, doi: 10.1007/s11432-022-3516-2

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Robust autonomous landing of UAVs in non-cooperative environments based on comprehensive terrain understanding
Chen, Lyujie; Xiao, Yao; Yuan, Xiaming; Zhang, Yiding; Zhu, Jihong
Sci China Inf Sci, 2022, 65(11): 212202
Keywords: UAV; autonomous landing; terrain understanding; depth completion; semantic segmentation
Cite as: Chen L J, Xiao Y, Yuan X M, et al. Robust autonomous landing of UAVs in non-cooperative environments based on comprehensive terrain understanding. Sci China Inf Sci, 2022, 65(11): 212202, doi: 10.1007/s11432-021-3429-1

控制 机器人与无人系统 LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

Multiobjective adaptive car-following control of an intelligent vehicle based on receding horizon optimization
Gao, Hongbo; Zhu, Juping; Zhang, Fei; Yan, Ruidong; Zhou, Junjie; Jiang, Lei; Wang, Jianqiang; Li, Keqiang
Sci China Inf Sci, 2023, 66(4): 149205
Keywords: adaptive control; receding horizon optimization; multi-objective control; intelligent vehicle; car-following control
Cite as: Gao H B, Zhu J P, Zhang F, et al. Multiobjective adaptive car-following control of an intelligent vehicle based on receding horizon optimization. Sci China Inf Sci, 2023, 66(4): 149205, doi: 10.1007/s11432-021-3385-4

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Attitude control of a novel tilt-wing UAV in hovering flight
Zhu, Jihong; Yang, Yunjie; Wang, Xiangyang; Yuan, Xiaming; Yang, Xiao
Sci China Inf Sci, 2023, 66(5): 154201
Keywords: unmanned aerial vehicle; tilt-wing UAV; attitude control; hovering flight; velocity compensation
Cite as: Zhu J H, Yang Y J, Wang X Y, et al. Attitude control of a novel tilt-wing UAV in hovering flight. Sci China Inf Sci, 2023, 66(5): 154201, doi: 10.1007/s11432-022-3605-5

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Trajectory-free dynamic locomotion using key trend states for biped robots with point feet
Han, Lianqiang; Chen, Xuechao; Yu, Zhangguo; Zhu, Xishuo; Hashimoto, Kenji; Huang, Qiang
Sci China Inf Sci, 2023, 66(8): 189201
Keywords: under-actuated biped robot; dynamic locomotion; trajectory free; key trend state; attitude control; foothold adjustment
Cite as: Han L Q, Chen X C, Yu Z G, et al. Trajectory-free dynamic locomotion using key trend states for biped robots with point feet. Sci China Inf Sci, 2023, 66(8): 189201, doi: 10.1007/s11432-021-3450-5

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Queue estimation for isolated signalized intersections in intelligent vehicle-infrastructure cooperation systems
Wang, Yunpeng; Guo, Ge; Yue, Wei
Sci China Inf Sci, 2021, 64(4): 149203
Keywords: intelligent vehicle-infrastructure cooperation systems (i-vics); traffic information prediction; real time queue length; queue length estimation; traffic flow model
Cite as: Wang Y P, Guo G, Yue W. Queue estimation for isolated signalized intersections in intelligent vehicle-infrastructure cooperation systems. Sci China Inf Sci, 2021, 64(4): 149203, doi: 10.1007/s11432-018-9629-2

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The AIDER system and its clinical applications
Wang, Yilin; Cheng, Hong; Qiu, Jing; Zhang, Anren; He, Hongchen
Sci China Inf Sci, 2021, 64(8): 184201
Keywords: exoskeleton; the aider system; sci subjects; safety; effectiveness
Cite as: Wang Y L, Cheng H, Qiu J, et al. The AIDER system and its clinical applications. Sci China Inf Sci, 2021, 64(8): 184201, doi: 10.1007/s11432-019-9917-0

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Adaptive compensation for time-varying uncertainties in model-based control of lower-limb exoskeleton systems
Song, Guangkui; Huang, Rui; Cheng, Hong; Qiu, Jing; Fan, Shuai
Sci China Inf Sci, 2021, 64(11): 219201
Keywords: reinforcement learning; interaction learning; human-robot interaction; inaccurate dynamic model; time-varying uncertainties; compensation strategy; lower exoskeleton
Cite as: Song G K, Huang R, Cheng H, et al. Adaptive compensation for time-varying uncertainties in model-based control of lower-limb exoskeleton systems. Sci China Inf Sci, 2021, 64(11): 219201, doi: 10.1007/s11432-019-2754-9

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Active model-based nonlinear system identification of quad tilt-rotor UAV with flight experiments
Liu, Zhong; Theilliol, Didier; He, Yuqing; Gu, Feng; Yang, Liying; Han, Jianda
Sci China Inf Sci, 2022, 65(8): 182202
Keywords: tilt-rotor; unmanned aerial vehicle; flight control; nonlinear system identification; active model method; unscented Kalman filter
Cite as: Liu Z, Theilliol D, He Y Q, et al. Active model-based nonlinear system identification of quad tilt-rotor UAV with flight experiments. Sci China Inf Sci, 2022, 65(8): 182202, doi: 10.1007/s11432-020-3074-5

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Robust transition trajectory optimization for tail-sitter UAVs considering uncertainties
Yang, Yunjie; Wang, Xiangyang; Zhu, Jihong; Yuan, Xiaming
Sci China Inf Sci, 2023, 66(6): 169201
Keywords: tail-sitter UAV; optimal control; trajectory optimization; robust optimization; uncertainty quantification; transition phases
Cite as: Yang Y J, Wang X Y, Zhu J H, et al. Robust transition trajectory optimization for tail-sitter UAVs considering uncertainties. Sci China Inf Sci, 2023, 66(6): 169201, doi: 10.1007/s11432-020-3257-x

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Trajectory tracking control of autonomous heavy-duty mining dump trucks with uncertain dynamic characteristics
Chen L, Qin Z B, Hu M J, et al
Sci China Inf Sci, 2023, 66(10): 202203
Keywords: vehicle control; trajectory tracking control; driving/braking force compensation; rear-wheel position feedback
Cite as: Chen L, Qin Z B, Hu M J, et al. Trajectory tracking control of autonomous heavy-duty mining dump trucks with uncertain dynamic characteristics. Sci China Inf Sci, 2023, 66(10): 202203, doi: 10.1007/s11432-022-3713-8

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A bi-level optimization approach for joint rack sequencing and storage assignmen