Vol. 63, No. 7, 2020

MOOP Website SpringerLink Google Scholar Homepage Cited in SCI: 0

Recursive narrative alignment for movie narrating
Han, Zhongyi; Wu, Hongbo; Wei, Benzheng; Yin, Yilong; Li, Shuo
Sci China Inf Sci, 2020, 63(7): 174101
Keywords: Movie Narrating; Visual Captioning; Long Short-Term Memory Networks; Deep Learning; Narrative
Cite as: Han Z Y, Wu H B, Wei B Z, et al. Recursive narrative alignment for movie narrating. Sci China Inf Sci, 2020, 63(7): 174101, doi: 10.1007/s11432-018-9908-4

Vol. 63, No. 6, 2020

MOOP Website SpringerLink Google Scholar Homepage Cited in SCI: 0

Detail-preserving smoke simulation using an efficient high-order numerical scheme
Zhu, Jian; Yang, Zhuo; Sun, Hanqiu; Wu, Enhua; Cai, Ruichu; Hao, Zhifeng
Sci China Inf Sci, 2020, 63(6): 164101
Keywords: constrained interpolation profile; dimensional splitting; high-order advection; Taylor expansion; smoke simulation
Cite as: Zhu J, Yang Z, Sun H Q, et al. Detail-preserving smoke simulation using an efficient high-order numerical scheme. Sci China Inf Sci, 2020, 63(6): 164101, doi: 10.1007/s11432-018-9889-8

Vol. 63, No. 3, 2020

Special Focus on Security and Privacy in Blockchain-based Applications
RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

Blockchain-based multiple groups data sharing with anonymity and traceability
Huang, Hui; Chen, Xiaofeng; Wang, Jianfeng
Sci China Inf Sci, 2020, 63(3): 130101
Keywords: multiple groups; data sharing; blockchain; anonymity; traceability
Cite as: Huang H, Chen X F, Wang J F. Blockchain-based multiple groups data sharing with anonymity and traceability. Sci China Inf Sci, 2020, 63(3): 130101, doi: 10.1007/s11432-018-9781-0

Vol. 63, No. 2, 2020

RESEARCH PAPER Website SpringerLink Google Scholar

Intersection-policy private mutual authentication from authorized private set intersection
Wen Y M, Zhang F G, Wang H X, et al
Sci China Inf Sci, 2020, 63(2): 122101
Cite as: Wen Y M, Zhang F G, Wang H X, et al. Intersection-policy private mutual authentication from authorized private set intersection. Sci China Inf Sci, 2020, 63(2): 122101, doi: 10.1007/s11432-019-9907-x

Special Focus on Deep Learning for Computer Vision
LETTER Website SpringerLink Google Scholar Supplementary

Leveraging 3D blendshape for facial expression recognition using CNN
Wang S, Cheng Z X, Deng X M, et al
Sci China Inf Sci, 2020, 63(2): 120114
Keywords: Facial expression recognition; convolutional neural network; Two-stream network; 3D face Blendshape; face representation
Cite as: Wang S, Cheng Z X, Deng X M, et al. Leveraging 3D blendshape for facial expression recognition using CNN. Sci China Inf Sci, 2020, 63(2): 120114, doi: 10.1007/s11432-019-2747-y

Special Focus on Deep Learning for Computer Vision
LETTER Website SpringerLink Google Scholar Supplementary

MDSSD: multi-scale deconvolutional single shot detector for small objects
Cui L S, Ma R, Lv P, et al
Sci China Inf Sci, 2020, 63(2): 120113
Keywords: Object detection; small objects; multi-scale deconvolution; fusion block; real-time
Cite as: Cui L S, Ma R, Lv P, et al. MDSSD: multi-scale deconvolutional single shot detector for small objects. Sci China Inf Sci, 2020, 63(2): 120113, doi: 10.1007/s11432-019-2723-1

Special Focus on Deep Learning for Computer Vision
LETTER Website SpringerLink Google Scholar Supplementary

Multi-attention based cross-domain beauty product image retrieval
Wang Z H, Liu X, Lin J W, et al
Sci China Inf Sci, 2020, 63(2): 120112
Keywords: Beauty Product Image Retrieval; Saliency Attention Mechanism; Text Attention Mechanism; Local Feature Aggregation; Multi-attention Classification Network
Cite as: Wang Z H, Liu X, Lin J W, et al. Multi-attention based cross-domain beauty product image retrieval. Sci China Inf Sci, 2020, 63(2): 120112, doi: 10.1007/s11432-019-2721-0

Special Focus on Deep Learning for Computer Vision
LETTER Website SpringerLink Google Scholar

Discriminative stacked autoencoder for feature representation and classification
Gao Y P, Li X Y, Gao L
Sci China Inf Sci, 2020, 63(2): 120111
Keywords: stacked autoencoders; discriminative feature representation; hybrid pretraining; classification; deep learning
Cite as: Gao Y P, Li X Y, Gao L. Discriminative stacked autoencoder for feature representation and classification. Sci China Inf Sci, 2020, 63(2): 120111, doi: 10.1007/s11432-019-2722-3

Special Focus on Deep Learning for Computer Vision
RESEARCH PAPER Website SpringerLink Google Scholar

Preserving details in semantics-aware context for scene parsing
Ma S, Pang Y W, Pan J, et al
Sci China Inf Sci, 2020, 63(2): 120106
Keywords: fully convolutional networks; semantic segmentation; cityscapes; semantic-aware context
Cite as: Ma S, Pang Y W, Pan J, et al. Preserving details in semantics-aware context for scene parsing. Sci China Inf Sci, 2020, 63(2): 120106, doi: 10.1007/s11432-019-2738-y

Special Focus on Deep Learning for Computer Vision
RESEARCH PAPER Website SpringerLink Google Scholar

SynthText3D: synthesizing scene text images from 3D virtual worlds
Liao M H, Song B Y, Long S B, et al
Sci China Inf Sci, 2020, 63(2): 120105
Keywords: optical character recognition; OCR; synthetic data; scene text detection; 3D; deep learning
Cite as: Liao M H, Song B Y, Long S B, et al. SynthText3D: synthesizing scene text images from 3D virtual worlds. Sci China Inf Sci, 2020, 63(2): 120105, doi: 10.1007/s11432-019-2737-0

Special Focus on Deep Learning for Computer Vision
RESEARCH PAPER Website SpringerLink Google Scholar

CGNet: cross-guidance network for semantic segmentation
Zhang Z J, Pang Y W
Sci China Inf Sci, 2020, 63(2): 120104
Keywords: semantic segmentation; fully convolutional networks; pyramid network; edge detection; saliency detection; cross-guidance
Cite as: Zhang Z J, Pang Y W. CGNet: cross-guidance network for semantic segmentation. Sci China Inf Sci, 2020, 63(2): 120104, doi: 10.1007/s11432-019-2718-7

Special Focus on Deep Learning for Computer Vision
RESEARCH PAPER Website SpringerLink Google Scholar

FACLSTM: ConvLSTM with focused attention for scene text recognition
Wang Q Q, Huang Y, Jia W J, et al
Sci China Inf Sci, 2020, 63(2): 120103
Keywords: scene text recognition; convolutional LSTM; focused attention; spatial correlation; sequential prediction
Cite as: Wang Q Q, Huang Y, Jia W J, et al. FACLSTM: ConvLSTM with focused attention for scene text recognition. Sci China Inf Sci, 2020, 63(2): 120103, doi: 10.1007/s11432-019-2713-1

Special Focus on Deep Learning for Computer Vision
RESEARCH PAPER Website SpringerLink Google Scholar

Ordinal distribution regression for gait-based age estimation
Zhu H P, Zhang Y H, Li G H, et al
Sci China Inf Sci, 2020, 63(2): 120102
Keywords: computer vision; deep learning; ordinal distribution regression; global and local features; gait-based age estimation
Cite as: Zhu H P, Zhang Y H, Li G H, et al. Ordinal distribution regression for gait-based age estimation. Sci China Inf Sci, 2020, 63(2): 120102, doi: 10.1007/s11432-019-2733-4

Special Focus on Deep Learning for Computer Vision
RESEARCH PAPER Website SpringerLink Google Scholar

Progressive rectification network for irregular text recognition
Gao Y Z, Chen Y Y, Wang J Q, et al
Sci China Inf Sci, 2020, 63(2): 120101
Keywords: irregular text recognition; progressive rectification; iterative refinement
Cite as: Gao Y Z, Chen Y Y, Wang J Q, et al. Progressive rectification network for irregular text recognition. Sci China Inf Sci, 2020, 63(2): 120101, doi: 10.1007/s11432-019-2710-7

Special Focus on Deep Learning for Computer Vision
EDITORIAL Website SpringerLink Google Scholar

Special focus on deep learning for computer vision
Bai X, Pang Y W, Zhang G F
Sci China Inf Sci, 2020, 63(2): 120100
Cite as: Bai X, Pang Y W, Zhang G F. Special focus on deep learning for computer vision. Sci China Inf Sci, 2020, 63(2): 120100, doi: 10.1007/s11432-020-2766-x

Vol. 63, No. 1, 2020 Cover Contents

LETTER Website SpringerLink Google Scholar Cited in SCI: 0

Keywords: fractional Fourier transform; face recognition; convolutional neural networks; deep spatial-frequency feature; illumination
Cite as: Wu X, Tao R, Hong D F, et al. The FrFT convolutional face: toward robust face recognition using the fractional Fourier transform and convolutional neural networks. Sci China Inf Sci, 2020, 63(1): 119103, doi: 10.1007/s11432-018-9862-9

LETTER Website SpringerLink Google Scholar Cited in SCI: 0

Effective two-view line segment reconstruction based on structure priors
Wang, Wei; Cui, Hainan; Gao, Wei; Hu, Zhanyi
Sci China Inf Sci, 2020, 63(1): 119102
Keywords: line segment matching; plane fitting; 3D reconstruction; energy optimization; structure prior
Cite as: Wang W, Cui H N, Gao W, et al. Effective two-view line segment reconstruction based on structure priors. Sci China Inf Sci, 2020, 63(1): 119102, doi: 10.1007/s11432-019-9867-9

LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 0

Large margin deep embedding for aesthetic image classification
Guo, Guanjun; Wang, Hanzi; Yan, Yan; Zhang, Liming; Li, Bo
Sci China Inf Sci, 2020, 63(1): 119101
Keywords: aesthetic classification; large margin; deep embedding; deep metric learning; joint loss
Cite as: Guo G J, Wang H Z, Yan Y, et al. Large margin deep embedding for aesthetic image classification. Sci China Inf Sci, 2020, 63(1): 119101, doi: 10.1007/s11432-018-9567-8

MOOP Website SpringerLink Google Scholar Homepage Cited in SCI: 0

Spatiotemporal consistency-based adaptive hand-held video stabilization
Li, Xiao; Li, Shuai; Qin, Hong; Hao, Aimin
Sci China Inf Sci, 2020, 63(1): 114101
Keywords: Hand-held Camera; Adaptive Video Stabilization; Spatial Structure Consistency; Self-Adaptive IMF Selection; Feature-Centric EMD
Cite as: Li X, Li S, Qin H, et al. Spatiotemporal consistency-based adaptive hand-held video stabilization. Sci China Inf Sci, 2020, 63(1): 114101, doi: 10.1007/s11432-018-9764-0

RESEARCH PAPER Website SpringerLink Google Scholar

Cryptanalysis of PRIMATEs
Li Y B, Wang M Q, Liu W Q, et al
Sci China Inf Sci, 2020, 63(1): 112106
Cite as: Li Y B, Wang M Q, Liu W Q, et al. Cryptanalysis of PRIMATEs. Sci China Inf Sci, 2020, 63(1): 112106, doi: 10.1007/s11432-019-1507-1

RESEARCH PAPER Website SpringerLink Google Scholar

Polynomial AND homomorphic cryptosystem and applications
Li S D, Zhou S F, Dou J W, et al
Sci China Inf Sci, 2020, 63(1): 112105
Cite as: Li S D, Zhou S F, Dou J W, et al. Polynomial AND homomorphic cryptosystem and applications. Sci China Inf Sci, 2020, 63(1): 112105, doi: 10.1007/s11432-018-9789-y

RESEARCH PAPER Website SpringerLink Google Scholar

New insights on linear cryptanalysis
Liu Z Q, Han S, Wang Q J, et al
Sci China Inf Sci, 2020, 63(1): 112104
Cite as: Liu Z Q, Han S, Wang Q J, et al. New insights on linear cryptanalysis. Sci China Inf Sci, 2020, 63(1): 112104, doi: 10.1007/s11432-018-9758-4

RESEARCH PAPER Website SpringerLink Google Scholar

On some aspects of minimum redundancy maximum relevance feature selection
Bugata P, Drotar P
Sci China Inf Sci, 2020, 63(1): 112103
Cite as: Bugata P, Drotar P. On some aspects of minimum redundancy maximum relevance feature selection. Sci China Inf Sci, 2020, 63(1): 112103, doi: 10.1007/s11432-019-2633-y

RESEARCH PAPER Website SpringerLink Google Scholar

Snapshot boosting: a fast ensemble framework for deep neural networks
Zhang W T, Jiang J W, Shao Y X, et al
Sci China Inf Sci, 2020, 63(1): 112102
Cite as: Zhang W T, Jiang J W, Shao Y X, et al. Snapshot boosting: a fast ensemble framework for deep neural networks. Sci China Inf Sci, 2020, 63(1): 112102, doi: 10.1007/s11432-018-9944-x

RESEARCH PAPER Website SpringerLink Google Scholar

A flexible technique to select objects via convolutional neural network in VR space
Li H Y, Fan L W
Sci China Inf Sci, 2020, 63(1): 112101
Cite as: Li H Y, Fan L W. A flexible technique to select objects via convolutional neural network in VR space. Sci China Inf Sci, 2020, 63(1): 112101, doi: 10.1007/s11432-019-1517-3

REVIEW Website SpringerLink Google Scholar

Sentiment analysis using deep learning approaches: an overview
Habimana O, Li Y H, Li R X, et al
Sci China Inf Sci, 2020, 63(1): 111102
Cite as: Habimana O, Li Y H, Li R X, et al. Sentiment analysis using deep learning approaches: an overview. Sci China Inf Sci, 2020, 63(1): 111102, doi: 10.1007/S11432-018-9941-6

REVIEW Website SpringerLink Google Scholar

Application of machine learning method in optical molecular imaging: a review
An Y, Meng H, Gao Y, et al
Sci China Inf Sci, 2020, 63(1): 111101
Cite as: An Y, Meng H, Gao Y, et al. Application of machine learning method in optical molecular imaging: a review. Sci China Inf Sci, 2020, 63(1): 111101, doi: 10.1007/s11432-019-2708-1

Vol. 62, No. 12, 2019 Cover Contents

LETTER Website SpringerLink Google Scholar Cited in SCI: 0

Reformulating natural language queries using sequence-to-sequence models
Liu, Xiaoyu; Pan, Shunda; Zhang, Qi; Jiang, Yu-Gang; Huang, Xuanjing
Sci China Inf Sci, 2019, 62(12): 229103
Keywords: Query Reformulation; Natural Language Queries; Keyword Queries; Sequence to Sequence Model; Copy Mechanism
Cite as: Liu X Y, Pan S D, Zhang Q, et al. Reformulating natural language queries using sequence-to-sequence models. Sci China Inf Sci, 2019, 62(12): 229103, doi: 10.1007/s11432-018-9479-3

LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 0

FClassNet: a fingerprint classification network integrated with the domain knowledge
Tang, Yao; Li, Ruilin; Liu, Yuhang; Feng, Jufu
Sci China Inf Sci, 2019, 62(12): 229102
Keywords: latent fingerprint; fingerprint classification; orientation field; singular point; deep learning
Cite as: Tang Y, Li R L, Liu Y H, et al. FClassNet: a fingerprint classification network integrated with the domain knowledge. Sci China Inf Sci, 2019, 62(12): 229102, doi: 10.1007/s11432-019-9930-4

LETTER Website SpringerLink Google Scholar Cited in SCI: 0

Multi-view based neural network for semantic segmentation on 3D scenes
Lu, Yonghua; Zhen, Mingmin; Fang, Tian
Sci China Inf Sci, 2019, 62(12): 229101
Keywords: Multi-view; Semantic Segmentation; CRF; Scene Recognition; 3D scene
Cite as: Lu Y H, Zhen M M, Fang T. Multi-view based neural network for semantic segmentation on 3D scenes. Sci China Inf Sci, 2019, 62(12): 229101, doi: 10.1007/s11432-018-9828-3

NEWS & VIEWS Website SpringerLink Google Scholar Cited in SCI: 0

An open-source project for real-time image semantic segmentation
Zhou, Quan; Wang, Yu; Liu, Jia; Jin, Xin; Latecki, Longin Jan
Sci China Inf Sci, 2019, 62(12): 227101
Keywords: encoder-decoder network; convolution factorization; real-time semantic segmentation; deep convolutional neural networks; attention pyramid module
Cite as: Zhou Q, Wang Y, Liu J, et al. An open-source project for real-time image semantic segmentation. Sci China Inf Sci, 2019, 62(12): 227101, doi: 10.1007/s11432-019-2685-1

Special Focus on Deep Learning for Computer Vision
LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 0

ARPNET: attention region proposal network for 3D object detection
Ye, Yangyang; Zhang, Chi; Hao, Xiaoli
Sci China Inf Sci, 2019, 62(12): 220104
Keywords: Attention; Regional Proposal Network; shape-specific proposals; LiDAR-based; 3D object detection
Cite as: Ye Y Y, Zhang C, Hao X L. ARPNET: attention region proposal network for 3D object detection. Sci China Inf Sci, 2019, 62(12): 220104, doi: 10.1007/s11432-019-2636-x

Special Focus on Deep Learning for Computer Vision
RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

Irregular scene text detection via attention guided border labeling
Chen, Jie; Lian, Zhouhui; Wang, Yizhi; Tang, Yingmin; Xiao, Jianguo
Sci China Inf Sci, 2019, 62(12): 220103
Keywords: scene text detection; weighted border; attention mechanisms; curved text; semantic segmentation
Cite as: Chen J, Lian Z H, Wang Y Z, et al. Irregular scene text detection via attention guided border labeling. Sci China Inf Sci, 2019, 62(12): 220103, doi: 10.1007/s11432-019-2673-8

Special Focus on Deep Learning for Computer Vision
RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

Uncertainty-optimized deep learning model for small-scale person re-identification
Zhao, Cairong; Chen, Kang; Zang, Di; Zhang, Zhaoxiang; Zuo, Wangmeng; Mia, Duoqian
Sci China Inf Sci, 2019, 62(12): 220102
Keywords: person re-identification; uncertainty analysis; deep learning
Cite as: Zhao C R, Chen K, Zang D, et al. Uncertainty-optimized deep learning model for small-scale person re-identification. Sci China Inf Sci, 2019, 62(12): 220102, doi: 10.1007/s11432-019-2675-3

Special Focus on Deep Learning for Computer Vision
RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

Feature context learning for human parsing
Huang, Tengteng; Xu, Yongchao; Bai, Song; Wang, Yongpan; Bai, Xiang
Sci China Inf Sci, 2019, 62(12): 220101
Keywords: human parsing; context learning; fully convolutional networks; graph convolutional network; semantic segmentation
Cite as: Huang T T, Xu Y C, Bai S, et al. Feature context learning for human parsing. Sci China Inf Sci, 2019, 62(12): 220101, doi: 10.1007/s11432-019-9935-6

Special Focus on Deep Learning for Computer Vision
EDITORIAL Website SpringerLink Google Scholar Cited in SCI: 0

Special focus on deep learning for computer vision
Pang, Yanwei; Bai, Xiang; Zhang, Guofeng
Sci China Inf Sci, 2019, 62(12): 220100
Cite as: Pang Y W, Bai X, Zhang G F. Special focus on deep learning for computer vision. Sci China Inf Sci, 2019, 62(12): 220100, doi: 10.1007/s11432-019-2701-8

Vol. 62, No. 11, 2019 Cover Contents

LETTER Website SpringerLink Google Scholar Cited in SCI: 0

A Kernighan-Lin inspired algorithm for MAX-SAT
Bouhmala, Noureddine
Sci China Inf Sci, 2019, 62(11): 219106
Keywords: Maximum satisfiability problem; Combinatorial Optimization; Kernighan-Lin; artificial intelligence; variable depth search
Cite as: Bouhmala N. A Kernighan-Lin inspired algorithm for MAX-SAT. Sci China Inf Sci, 2019, 62(11): 219106, doi: 10.1007/s11432-018-9786-2

LETTER Website SpringerLink Google Scholar Cited in SCI: 0

Toward a K-means clustering approach to adaptive random testing for object-oriented software
Chen, Jinfu; Zhou, Minmin; Tse, T. H.; Chen, Tsong Yueh; Guo, Yuchi; Huang, Rubing; Mao, Chengying
Sci China Inf Sci, 2019, 62(11): 219105
Keywords: Object-oriented software; Adaptive random testing; Clustering algorithm; Test case generation; Distance measurement
Cite as: Chen J, Zhou M, Tse T H, et al. Toward a K-means clustering approach to adaptive random testing for object-oriented software. Sci China Inf Sci, 2019, 62(11): 219105, doi: 10.1007/s11432-018-9827-9

LETTER Website SpringerLink Google Scholar Cited in SCI: 0

Inferring user profiles in social media by joint modeling of text and networks
Xu, Ruifeng; Du, Jiachen; Zhao, Zhishan; He, Yulan; Gao, Qinghong; Gui, Lin
Sci China Inf Sci, 2019, 62(11): 219104
Keywords: User profiling; Post Content; Linking Graph; Neural Network; Social Media
Cite as: Xu R F, Du J C, Zhao Z S, et al. Inferring user profiles in social media by joint modeling of text and networks. Sci China Inf Sci, 2019, 62(11): 219104, doi: 10.1007/s11432-018-9718-9

LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 0

On the neutrality of two symmetric TSP solvers toward instance specification
Crisan, Gloria Cerasela; Iantovics, Laszlo Barna; Kovacs, Laszlo
Sci China Inf Sci, 2019, 62(11): 219103
Keywords: Solver assessment; Solver neutrality; Combinatorial optimization; Exact methods; Heuristics; Traveling Salesman Problem; Concorde solver; Lin-Kernighan method
Cite as: Crisan G C, Iantovics L B, Kovacs L. On the neutrality of two symmetric TSP solvers toward instance specification. Sci China Inf Sci, 2019, 62(11): 219103, doi: 10.1007/s11432-018-9829-5

LETTER Website SpringerLink Google Scholar Cited in SCI: 0

Implicit discourse relation detection using concatenated word embeddings and a gated relevance network
Fu, Jinlan; Zhang, Qi; Chen, Jifan; Peng, Minlong; Gui, Tao; Qiu, Xipeng; Huang, Xuanjing
Sci China Inf Sci, 2019, 62(11): 219102
Keywords: Implicit Discourse Relation Detection; Word Pairs; Concatenated Word Embeddings; Gated Relevance Network; Bilinear Model; Single Layer Network
Cite as: Fu J L, Zhang Q, Chen J F, et al. Implicit discourse relation detection using concatenated word embeddings and a gated relevance network. Sci China Inf Sci, 2019, 62(11): 219102, doi: 10.1007/s11432-018-9528-8

LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 0

Self-adaptive resource allocation for cloud-based software services based on progressive QoS prediction model
Chen, Xing; Lin, Junxin; Ma, Yun; Lin, Bing; Wang, Haijiang; Huang, Gang
Sci China Inf Sci, 2019, 62(11): 219101
Keywords: Resource Allocation; Software Adaptation; Cloud Computing; Feedback Control; Self-Tuning Control
Cite as: Chen X, Lin J X, Ma Y, et al. Self-adaptive resource allocation for cloud-based software services based on progressive QoS prediction model. Sci China Inf Sci, 2019, 62(11): 219101, doi: 10.1007/s11432-018-9750-2

RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

Recommendation over time: a probabilistic model of time-aware recommender systems
Lin, Zuoquan; Chen, Hanxuan
Sci China Inf Sci, 2019, 62(11): 212105
Keywords: recommender system; collaborative filtering; hidden Markov model; precision; cold start
Cite as: Lin Z Q, Chen H X. Recommendation over time: a probabilistic model of time-aware recommender systems. Sci China Inf Sci, 2019, 62(11): 212105, doi: 10.1007/s11432-018-9915-8

RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

Accelerating MUS enumeration by inconsistency graph partitioning
Luo, Jie; Liu, Shaofan
Sci China Inf Sci, 2019, 62(11): 212104
Keywords: minimal unsatisfiable subsets; inconsistency graph; graph partition; SAT; UNSAT
Cite as: Luo J, Liu S F. Accelerating MUS enumeration by inconsistency graph partitioning. Sci China Inf Sci, 2019, 62(11): 212104, doi: 10.1007/s11432-019-9881-0

RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

IEA: an answerer recommendation approach on stack overflow
Wang, Liting; Zhang, Li; Jiang, Jing
Sci China Inf Sci, 2019, 62(11): 212103
Keywords: answerer recommendation; activeness; comments; topical interest; topical expertise; stack overflow
Cite as: Wang L T, Zhang L, Jiang J. IEA: an answerer recommendation approach on stack overflow. Sci China Inf Sci, 2019, 62(11): 212103, doi: 10.1007/s11432-018-9848-2

RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 1

Accelerating DNN-based 3D point cloud processing for mobile computing
Liu, Bosheng; Chen, Xiaoming; Han, Yinhe; Li, Jiajun; Xu, Haobo; Li, Xiaowei
Sci China Inf Sci, 2019, 62(11): 212102
Keywords: deep neural network acceleration; point cloud data; neighbor point search; mobile robotics; hardware architecture
Cite as: Liu B S, Chen X M, Han Y H, et al. Accelerating DNN-based 3D point cloud processing for mobile computing. Sci China Inf Sci, 2019, 62(11): 212102, doi: 10.1007/s11432-019-9932-3

RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

Event co-reference resolution via a multi-loss neural network without using argument information
Zuo, Xinyu; Chen, Yubo; Liu, Kang; Zhao, Jun
Sci China Inf Sci, 2019, 62(11): 212101
Keywords: event co-reference resolution; neural network; information extraction; multi-loss function; event extraction
Cite as: Zuo X Y, Chen Y B, Liu K, et al. Event co-reference resolution via a multi-loss neural network without using argument information. Sci China Inf Sci, 2019, 62(11): 212101, doi: 10.1007/s11432-018-9833-1

REVIEW Website SpringerLink Google Scholar Cited in SCI: 0

Haptics-mediated approaches for enhancing sustained attention: framework and challenges
Wang, Dangxiao; Li, Teng; Afzal, Naqash; Zhang, Jicong; Zhang, Yuru
Sci China Inf Sci, 2019, 62(11): 211101
Keywords: sustained attention; attention enhancement; haptic interaction; robotics; electroencephalogram; virtual reality; human-computer interaction
Cite as: Wang D X, Li T, Afzal N, et al. Haptics-mediated approaches for enhancing sustained attention: framework and challenges. Sci China Inf Sci, 2019, 62(11): 211101, doi: 10.1007/s11432-018-9931-1

Vol. 62, No. 10, 2019 Cover Contents

MOOP Website SpringerLink Google Scholar Homepage Cited in SCI: 0

Rapid and high-quality 3D fusion of heterogeneous CT and MRI data for the human brain
He, Zexue; Zhu, Li; Li, Minjie; Li, Jinyao; Chen, Yiran; Luo, Yanlin
Sci China Inf Sci, 2019, 62(10): 204101
Keywords: Heterogeneous Data; 3D Fusion; Hybrid Transfer Function; Volume Rendering; Layered Display
Cite as: He Z X, Zhu L, Li M J, et al. Rapid and high-quality 3D fusion of heterogeneous CT and MRI data for the human brain. Sci China Inf Sci, 2019, 62(10): 204101, doi: 10.1007/s11432-018-9740-7

RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

Wave models and dynamical analysis of evolutionary algorithms
Li, Yuanxiang; Xiang, Zhenglong; Ji, Daomin
Sci China Inf Sci, 2019, 62(10): 202101
Keywords: evolutionary algorithm; wave model; convergence analysis; phase transition; dynamical analysis
Cite as: Li Y X, Xiang Z L, Ji D M. Wave models and dynamical analysis of evolutionary algorithms. Sci China Inf Sci, 2019, 62(10): 202101, doi: 10.1007/s11432-018-9852-8

LETTER Website SpringerLink Google Scholar Cited in SCI: 0

AI-boosted software automation: learning from human pair programmers
Peng, Xin; Xing, Zhenchang; Sun, Jun
Sci China Inf Sci, 2019, 62(10): 200104
Keywords: Software Automation; AI; Deep Learning; Pair Programming; Knowledge; Human Machine Cooperation
Cite as: Peng X, Xing Z C, Sun J. AI-boosted software automation: learning from human pair programmers. Sci China Inf Sci, 2019, 62(10): 200104, doi: 10.1007/s11432-018-9854-3

PERSPECTIVE Website SpringerLink Google Scholar Cited in SCI: 0

Automated program repair: a step towards software automation
Roychoudhury, Abhik; Xiong, Yingfei
Sci China Inf Sci, 2019, 62(10): 200103
Keywords: Program Repair; Software Automation; Bug; Weak Specification; Overfitting; Reference Implementation; Big Data
Cite as: Roychoudhury A, Xiong Y F. Automated program repair: a step towards software automation. Sci China Inf Sci, 2019, 62(10): 200103, doi: 10.1007/S11432-019-9947-6

RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

A manual inspection of Defects4J bugs and its implications for automatic program repair
Jiang, Jiajun; Xiong, Yingfei; Xia, Xin
Sci China Inf Sci, 2019, 62(10): 200102
Keywords: automatic defect repair; fault localization; manual repair; software maintenance; case study
Cite as: Jiang J J, Xiong Y F, Xia X. A manual inspection of Defects4J bugs and its implications for automatic program repair. Sci China Inf Sci, 2019, 62(10): 200102, doi: 10.1007/s11432-018-1465-6

REVIEW Website SpringerLink Google Scholar Cited in SCI: 0

Evaluation of model checkers by verifying message passing programs
Hong, Weijiang; Chen, Zhenbang; Yu, Hengbiao; Wang, Ji
Sci China Inf Sci, 2019, 62(10): 200101
Keywords: model checker; evaluation; benchmark; MPI; symbolic execution
Cite as: Hong W J, Chen Z B, Yu H B, et al. Evaluation of model checkers by verifying message passing programs. Sci China Inf Sci, 2019, 62(10): 200101, doi: 10.1007/s11432-018-9825-3

EDITORIAL Website SpringerLink Google Scholar Cited in SCI: 0

Special focus on software automation
Mei, Hong; Zhang, Lu
Sci China Inf Sci, 2019, 62(10): 200100
Cite as: Mei H, Zhang L. Special focus on software automation. Sci China Inf Sci, 2019, 62(10): 200100, doi: 10.1007/s11432-019-2627-y

Vol. 62, No. 9, 2019 Cover Contents

LETTER Website SpringerLink Google Scholar Cited in SCI: 0

A novel approach for recommending semantically linkable issues in GitHub projects
Zhang, Yang; Wu, Yiwen; Wang, Tao; Wang, Huaimin
Sci China Inf Sci, 2019, 62(9): 199105
Keywords: GitHub; Issue; linking; embedding models; information retrieval
Cite as: Zhang Y, Wu Y W, Wang T, et al. A novel approach for recommending semantically linkable issues in GitHub projects. Sci China Inf Sci, 2019, 62(9): 199105, doi: 10.1007/s11432-018-9822-1

LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 0

DGEPN-GCEN2V: a new framework for mining GGI and its application in biomarker detection
Chen, Jinyin; Zheng, Haibin; Xiong, Hui; Wu, Yangyang; Lin, Xiang; Ying, Shiyan; Xuan, Qi
Sci China Inf Sci, 2019, 62(9): 199104
Keywords: deep learning; gene selection; gene co-expression network; automatic module discovery; node2vec
Cite as: Chen J Y, Zheng H B, Xiong H, et al. DGEPN-GCEN2V: a new framework for mining GGI and its application in biomarker detection. Sci China Inf Sci, 2019, 62(9): 199104, doi: 10.1007/s11432-018-9704-7

LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 0

Area-efficient memristor spiking neural networks and supervised learning method
Zhou, Errui; Fang, Liang; Liu, Rulin; Tang, Zhensen
Sci China Inf Sci, 2019, 62(9): 199103
Keywords: memristor; spiking neural networks; hardware implementation; supervised learning; error- backpropagation
Cite as: Zhou E R, Fang L, Liu R L, et al. Area-efficient memristor spiking neural networks and supervised learning method. Sci China Inf Sci, 2019, 62(9): 199103, doi: 10.1007/s11432-018-9607-8

LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 0

Zoning search using a hyper-heuristic algorithm
Fan, Qinqin; Li, Ning; Zhang, Yilian; Yan, Xuefeng
Sci China Inf Sci, 2019, 62(9): 199102
Keywords: evolutionary computation; differential evolution; hyper-heuristic algorithm; zoning search; high-performance computing
Cite as: Fan Q Q, Li N, Zhang Y L, et al. Zoning search using a hyper-heuristic algorithm. Sci China Inf Sci, 2019, 62(9): 199102, doi: 10.1007/s11432-018-9539-6

LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 0

Joint horizontal and vertical deep learning feature for vehicle re-identification
Zhu, Jianqing; Zeng, Huanqiang; Jin, Xin; Du, Yongzhao; Zheng, Lixin; Cai, Canhui
Sci China Inf Sci, 2019, 62(9): 199101
Keywords: vehicle re-identification; feature representation; convolutional neural network; deep learning; artificial intelligence
Cite as: Zhu J Q, Zeng H Q, Jin X, et al. Joint horizontal and vertical deep learning feature for vehicle re-identification. Sci China Inf Sci, 2019, 62(9): 199101, doi: 10.1007/s11432-018-9639-7

PERSPECTIVE Website SpringerLink Google Scholar Cited in SCI: 0

Keywords: Perspective; Software System; Post-Moore's Law Era; Ecosystems; computing ecosystem
Cite as: Zhang X D. Software system research in post-Moore's Law era: a historical perspective for the future. Sci China Inf Sci, 2019, 62(9): 196101, doi: 10.1007/s11432-019-9860-1

RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 2

Solving multi-scenario cardinality constrained optimization problems via multi-objective evolutionary algorithms
Zhou, Xing; Wang, Huaimin; Peng, Wei; Ding, Bo; Wang, Rui
Sci China Inf Sci, 2019, 62(9): 192104
Keywords: evolutionary computation; multi-objective optimization; cardinality-constrained optimization problem; multiple scenarios; transformation; p-median problem; portfolio optimization problem
Cite as: Zhou X, Wang H M, Peng W, et al. Solving multi-scenario cardinality constrained optimization problems via multi-objective evolutionary algorithms. Sci China Inf Sci, 2019, 62(9): 192104, doi: 10.1007/s11432-018-9720-6

RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

Generative API usage code recommendation with parameter concretization
Chen, Chi; Peng, Xin; Sun, Jun; Xing, Zhenchang; Wang, Xin; Zhao, Yifan; Zhang, Hairui; Zhao, Wenyun
Sci China Inf Sci, 2019, 62(9): 192103
Keywords: code recommendation; API; deep learning; data dependency; parameter concretization
Cite as: Chen C, Peng X, Sun J, et al. Generative API usage code recommendation with parameter concretization. Sci China Inf Sci, 2019, 62(9): 192103, doi: 10.1007/s11432-018-9821-9

RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

Graph-matching-based character recognition for Chinese seal images
Sun, Bin; Hua, Shaojun; Li, Shutao; Sun, Jun
Sci China Inf Sci, 2019, 62(9): 192102
Keywords: graph model; Chinese seal; character recognition; graph matching
Cite as: Sun B, Hua S J, Li S T, et al. Graph-matching-based character recognition for Chinese seal images. Sci China Inf Sci, 2019, 62(9): 192102, doi: 10.1007/s11432-018-9724-7

RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

Applying Ricci flow to high dimensional manifold learning
Li, Yangyang; Lu, Ruqian
Sci China Inf Sci, 2019, 62(9): 192101
Keywords: manifold learning; Ricci flow; Ricci curvature; dimension reduction; curvature estimation
Cite as: Li Y Y, Lu R Q. Applying Ricci flow to high dimensional manifold learning. Sci China Inf Sci, 2019, 62(9): 192101, doi: 10.1007/s11432-018-9702-7

REVIEW Website SpringerLink Google Scholar Cited in SCI: 0

Software quality assessment model: a systematic mapping study
Yan, Meng; Xia, Xin; Zhang, Xiaohong; Xu, Ling; Yang, Dan; Li, Shanping
Sci China Inf Sci, 2019, 62(9): 191101
Keywords: software quality; systematic mapping study; quality assessment model; aggregation method
Cite as: Yan M, Xia X, Zhang X H, et al. Software quality assessment model: a systematic mapping study. Sci China Inf Sci, 2019, 62(9): 191101, doi: 10.1007/s11432-018-9608-3

Vol. 62, No. 8, 2019 Cover Contents

RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 2

An adaptive offloading framework for Android applications in mobile edge computing
Chen, Xing; Chen, Shihong; Ma, Yun; Liu, Bichun; Zhang, Ying; Huang, Gang
Sci China Inf Sci, 2019, 62(8): 082102
Keywords: computation offloading; software adaptation; mobile edge computing; application refactoring; Android
Cite as: Chen X, Chen S H, Ma Y, et al. An adaptive offloading framework for Android applications in mobile edge computing. Sci China Inf Sci, 2019, 62(8): 082102, doi: 10.1007/s11432-018-9749-8

RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

Real-time intelligent big data processing: technology, platform, and applications
Zheng, Tongya; Chen, Gang; Wang, Xinyu; Chen, Chun; Wang, Xingen; Luo, Sihui
Sci China Inf Sci, 2019, 62(8): 082101
Keywords: batching big data; streaming processing technology; real-time data processing; incremental computation; intelligent data processing system
Cite as: Zheng T Y, Chen G, Wang X Y, et al. Real-time intelligent big data processing: technology, platform, and applications. Sci China Inf Sci, 2019, 62(8): 082101, doi: 10.1007/s11432-018-9834-8

REVIEW Website SpringerLink Google Scholar Cited in SCI: 0

Autonomous driving: cognitive construction and situation understanding
Chen, Shitao; Jian, Zhiqiang; Huang, Yuhao; Chen, Yu; Zhou, Zhuoli; Zheng, Nanning
Sci China Inf Sci, 2019, 62(8): 081101
Keywords: autonomous driving; event-driven mechanism; cognitive construction; situation understanding; intuitive reasoning
Cite as: Chen S T, Jian Z Q, Huang Y H, et al. Autonomous driving: cognitive construction and situation understanding. Sci China Inf Sci, 2019, 62(8): 081101, doi: 10.1007/s11432-018-9850-9

Vol. 62, No. 7, 2019 Cover Contents

LETTER Website SpringerLink Google Scholar Cited in SCI: 3

Single image defogging by gain gradient image filter
Singh, Dilbag; Kumar, Vijay
Sci China Inf Sci, 2019, 62(7): 079101
Keywords: Dark channel prior; Restoration mdoel; Defogging; Visibility restoration; Gradient filter
Cite as: Singh D, Kumar V. Single image defogging by gain gradient image filter. Sci China Inf Sci, 2019, 62(7): 079101, doi: 10.1007/s11432-017-9433-4

PERSPECTIVE Website SpringerLink Google Scholar Cited in SCI: 1

Abductive learning: towards bridging machine learning and logical reasoning
Zhou, Zhi-Hua
Sci China Inf Sci, 2019, 62(7): 076101
Keywords: Abductive Learning; Machine Learning; Logical Reasoning; arti cial intelligence; Perspective
Cite as: Zhou Z-H. Abductive learning: towards bridging machine learning and logical reasoning. Sci China Inf Sci, 2019, 62(7): 076101, doi: 10.1007/s11432-018-9801-4

MOOP Website SpringerLink Google Scholar Homepage Cited in SCI: 0

Localizing object parts in 3D from a single image
Yin, Shen; Zhou, Bin; Yang, Mingjia; Zhang, Yu
Sci China Inf Sci, 2019, 62(7): 074101
Keywords: 3d detection; deep learning; CNN; robotic vision
Cite as: Yin S, Zhou B, Yang M J, et al. Localizing object parts in 3D from a single image. Sci China Inf Sci, 2019, 62(7): 074101, doi: 10.1007/s11432-018-9688-4

RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

A branching heuristic for SAT solvers based on complete implication graphs
Xiao, Fan; Li, Chu-Min; Luo, Mao; Manya, Felip; Lu, Zhipeng; Li, Yu
Sci China Inf Sci, 2019, 62(7): 072103
Keywords: SAT; branching heuristic; conflict-driven clause learning; implication graph
Cite as: Xiao F, Li C-M, Luo M, et al. A branching heuristic for SAT solvers based on complete implication graphs. Sci China Inf Sci, 2019, 62(7): 072103, doi: 10.1007/s11432-017-9467-7

RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 1

Constrained maximum weighted bipartite matching: a novel approach to radio broadcast scheduling
Wang, Shaojiang; Wu, Tianyong; Yao, Yuan; Bu, Dongbo; Cai, Shaowei
Sci China Inf Sci, 2019, 62(7): 072102
Keywords: radio broadcast scheduling; branch-and-bound algorithm; constrained maximum weighted bipartite matching; Kuhn-Munkres algorithm; strategy combinations
Cite as: Wang S J, Wu T Y, Yao Y, et al. Constrained maximum weighted bipartite matching: a novel approach to radio broadcast scheduling. Sci China Inf Sci, 2019, 62(7): 072102, doi: 10.1007/s11432-017-9324-0

RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

LCCFS: a lightweight distributed file system for cloud computing without journaling and metadata services
Wang, Li; Xue, Jingling; Liao, Xiangke; Wen, Yunchuan; Chen, Min
Sci China Inf Sci, 2019, 62(7): 072101
Keywords: cloud computing; distributed file system; journaling; metadata service; garbage collection
Cite as: Wang L, Xue J L, Liao X K, et al. LCCFS: a lightweight distributed file system for cloud computing without journaling and metadata services. Sci China Inf Sci, 2019, 62(7): 072101, doi: 10.1007/s11432-017-9295-4

Vol. 62, No. 6, 2019 Cover Contents

RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

Predictive analysis for race detection in software-defined networks
Lu, Gongzheng; Xu, Lei; Yang, Yibiao; Xu, Baowen
Sci China Inf Sci, 2019, 62(6): 062101
Keywords: constraint solving; predictive analysis; race detection; software-defined networks
Cite as: Lu G Z, Xu L, Yang Y B, et al. Predictive analysis for race detection in software-defined networks. Sci China Inf Sci, 2019, 62(6): 062101, doi: 10.1007/s11432-018-9826-x

Vol. 62, No. 5, 2019 Cover Contents

LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 0

An efficient iO-based data integrity verification scheme for cloud storage
Sun, Lixue; Xu, Chunxiang; Zhang, Yuan; Chen, Kefei
Sci China Inf Sci, 2019, 62(5): 059101
Keywords: Cloud storage; Public auditing; Homomorphic authenticators; Indistinguishability obfuscation; puncturable pseudorandom function
Cite as: Sun L X, Xu C X, Zhang Y, et al. An efficient iO-based data integrity verification scheme for cloud storage. Sci China Inf Sci, 2019, 62(5): 059101, doi: 10.1007/s11432-018-9500-0

RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

Sketch simplification guided by complex agglomeration
Liu, Yue; Li, Xuemei; Bo, Pengbo; Gao, Xifeng
Sci China Inf Sci, 2019, 62(5): 052105
Keywords: sketch; simplification; base complex; iterative merging
Cite as: Liu Y, Li X M, Bo P B, et al. Sketch simplification guided by complex agglomeration. Sci China Inf Sci, 2019, 62(5): 052105, doi: 10.1007/s11432-018-9694-8

RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

Anchor-based manifold binary pattern for finger vein recognition
Liu, Haiying; Yang, Gongping; Yang, Lu; Su, Kun; Yin, Yilong
Sci China Inf Sci, 2019, 62(5): 052104
Keywords: finger vein recognition; feature learning; local linear embedding; fusion; manifold learning; anchor
Cite as: Liu H Y, Yang G P, Yang L, et al. Anchor-based manifold binary pattern for finger vein recognition. Sci China Inf Sci, 2019, 62(5): 052104, doi: 10.1007/s11432-018-9651-8

RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

Cumulative activation in social networks
Shan, Xiaohan; Chen, Wei; Li, Qiang; Sun, Xiaoming; Zhang, Jialin
Sci China Inf Sci, 2019, 62(5): 052103
Keywords: social networks; cumulative activation; influence maximization; seed minimization
Cite as: Shan X H, Chen W, Li Q, et al. Cumulative activation in social networks. Sci China Inf Sci, 2019, 62(5): 052103, doi: 10.1007/s11432-018-9609-7

RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

QE-integrating framework based on Github knowledge and SVM ranking
Huang, Qing; Wu, Huaiguang
Sci China Inf Sci, 2019, 62(5): 052102
Keywords: code search; query expansion; Github knowledge; SVM ranking; crowd knowledge
Cite as: Huang Q, Wu H G. QE-integrating framework based on Github knowledge and SVM ranking. Sci China Inf Sci, 2019, 62(5): 052102, doi: 10.1007/s11432-017-9465-9

RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

A trust-aware random walk model for return propensity estimation and consumer anomaly scoring in online shopping
Li, Xiaolin; Zhuang, Yuan; Fu, Yanjie; He, Xiangdong
Sci China Inf Sci, 2019, 62(5): 052101
Keywords: machine learning; return abuse; random walk; collaborative filtering; return pattern
Cite as: Li X L, Zhuang Y, Fu Y J, et al. A trust-aware random walk model for return propensity estimation and consumer anomaly scoring in online shopping. Sci China Inf Sci, 2019, 62(5): 052101, doi: 10.1007/s11432-018-9511-1

Vol. 62, No. 4, 2019 Cover Contents

MOOP Website SpringerLink Google Scholar Homepage Cited in SCI: 1

Crowd queuing simulation with an improved emotional contagion model
Xue, Junxiao; Yin, Hui; Lv, Pei; Xu, Mingliang; Li, Yafei
Sci China Inf Sci, 2019, 62(4): 044101
Keywords: Crowd queuing; Simulation; Emotional contagion; Individual personality; SIR
Cite as: Xue J X, Yin H, Lv P, et al. Crowd queuing simulation with an improved emotional contagion model. Sci China Inf Sci, 2019, 62(4): 044101, doi: 10.1007/s11432-018-9654-6

Vol. 62, No. 3, 2019 Cover Contents

Special Issue on Information Security
LETTER Website SpringerLink Google Scholar Cited in SCI: 0

Secure key-aggregation authorized searchable encryption
Wang, Haijiang; Dong, Xiaolei; Cao, Zhenfu; Li, Dongmei; Cao, Nanyuan
Sci China Inf Sci, 2019, 62(3): 039111
Keywords: Searchable Encryption; Access Control; Key-Aggregation; Trapdoor privacy ; Data sharing
Cite as: Wang H J, Dong X L, Cao Z F, et al. Secure key-aggregation authorized searchable encryption. Sci China Inf Sci, 2019, 62(3): 039111, doi: 10.1007/s11432-017-9508-3

Special Issue on Information Security
LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 0

Decomposition of nonlinear feedback shift registers based on Boolean networks
Zhong, Jianghua; Lin, Dongdai
Sci China Inf Sci, 2019, 62(3): 039110
Keywords: Boolean networks; semi-tensor product; Boolean functions; shift registers; stream ciphers
Cite as: Zhong J H, Lin D D. Decomposition of nonlinear feedback shift registers based on Boolean networks. Sci China Inf Sci, 2019, 62(3): 039110, doi: 10.1007/s11432-017-9460-4

Special Issue on Information Security
LETTER Website SpringerLink Google Scholar Cited in SCI: 0

Real-time state recovery attack against MORUS in nonce-misuse setting
Shi, Tairong; Guan, Jie
Sci China Inf Sci, 2019, 62(3): 039109
Keywords: CAESAR competition; MORUS; Nonce-reuse; state recovery; forgery attack
Cite as: Shi T R, Guan J. Real-time state recovery attack against MORUS in nonce-misuse setting. Sci China Inf Sci, 2019, 62(3): 039109, doi: 10.1007/s11432-017-9457-x

Special Issue on Information Security
LETTER Website SpringerLink Google Scholar Cited in SCI: 1

High-efficient generation algorithm for large random active shield
Xin, Ruishan; Yuan, Yidong; He, Jiaji; Li, Yuehui; Zhao, Yiqiang
Sci China Inf Sci, 2019, 62(3): 039108
Keywords: invasive attacks; active shield; random Hamiltonian path; dynamic programming algorithm; divide-and-conquer algorithm
Cite as: Xin R S, Yuan Y D, He J J, et al. High-efficient generation algorithm for large random active shield. Sci China Inf Sci, 2019, 62(3): 039108, doi: 10.1007/s11432-018-9474-3

Special Issue on Information Security
LETTER Website SpringerLink Google Scholar Cited in SCI: 1

Finding the best answer: measuring the optimization of public and authoritative DNS
Zhang, Jia; Duan, Haixin; Jiang, Jian; Liang, Jinjin; Wu, Jianping
Sci China Inf Sci, 2019, 62(3): 039107
Keywords: DNS Measurement; DNS Resolution Accuracy; DNS Schedule; ECS; Anycast CDN
Cite as: Zhang J, Duan H X, Jiang J, et al. Finding the best answer: measuring the optimization of public and authoritative DNS. Sci China Inf Sci, 2019, 62(3): 039107, doi: 10.1007/s11432-017-9370-2

Special Issue on Information Security
LETTER Website SpringerLink Google Scholar Cited in SCI: 0

UMBRELLA: user demand privacy preserving framework based on association rules and differential privacy in social networks
Yan, Chunliu; Ni, Ziyi; Cao, Bin; Lu, Rongxing; Wu, Shaohua; Zhang, Qinyu
Sci China Inf Sci, 2019, 62(3): 039106
Keywords: demand privacy; privacy-preserving; differential privacy; association rules; QoS
Cite as: Yan C L, Ni Z Y, Cao B, et al. UMBRELLA: user demand privacy preserving framework based on association rules and differential privacy in social networks. Sci China Inf Sci, 2019, 62(3): 039106, doi: 10.1007/s11432-018-9483-x

Special Issue on Information Security
LETTER Website SpringerLink Google Scholar Cited in SCI: 0

Side channel attack of multiplication in GF(q)-application to secure RSA-CRT
Xu, Sen; Wang, Weija; Lu, Xiangjun; Guo, Zheng; Liu, Junrong; Gu, Dawu
Sci China Inf Sci, 2019, 62(3): 039105
Keywords: Side channel attack; Template attack; RSA-CRT; Hidden number problem; Secure implementation
Cite as: Xu S, Wang W J, Lu X J, et al. Side channel attack of multiplication in GF(q)-application to secure RSA-CRT. Sci China Inf Sci, 2019, 62(3): 039105, doi: 10.1007/s11432-018-9488-2

Special Issue on Information Security
LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 1

Some characteristics of logistic map over the finite field
Yang, Bo; Liao, Xiaofeng
Sci China Inf Sci, 2019, 62(3): 039104
Keywords: Chaos; Logistic map; period analysis; finite field; Galois ring
Cite as: Yang B, Liao X F. Some characteristics of logistic map over the finite field. Sci China Inf Sci, 2019, 62(3): 039104, doi: 10.1007/s11432-017-9438-8

Special Issue on Information Security
LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 0

A rejection sampling algorithm for off-centered discrete Gaussian distributions over the integers
Du, Yusong; Wei, Baodian; Zhang, Huang
Sci China Inf Sci, 2019, 62(3): 039103
Keywords: lattice-based cryptography; discrete Gaussian sampling; rejection sampling; discrete Gaussian distributions over integers; binary discrete Gaussian distribution
Cite as: Du Y S, Wei B D, Zhang H. A rejection sampling algorithm for off-centered discrete Gaussian distributions over the integers. Sci China Inf Sci, 2019, 62(3): 039103, doi: 10.1007/s11432-017-9409-7

Special Issue on Information Security
LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 0

A revised CVSS-based system to improve the dispersion of vulnerability risk scores
Wu, Chensi; Wen, Tao; Zhang, Yuqing
Sci China Inf Sci, 2019, 62(3): 039102
Keywords: CVSS; Vulnerability; Vulnerability Assessment; Dispersion; VRSS; PCA
Cite as: Wu C S, Wen T, Zhang Y Q. A revised CVSS-based system to improve the dispersion of vulnerability risk scores. Sci China Inf Sci, 2019, 62(3): 039102, doi: 10.1007/s11432-017-9445-4

Special Issue on Information Security
LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 0

A more compact multi-id identity-based FHE scheme in the standard model and its applications
Wang, Xueqing; Wang, Biao; Liang, Bei; Xue, Rui
Sci China Inf Sci, 2019, 62(3): 039101
Keywords: IBE; MIBFHE; DLWE; Single-Hop; Fully-Dynamic
Cite as: Wang X Q, Wang B, Liang B, et al. A more compact multi-id identity-based FHE scheme in the standard model and its applications. Sci China Inf Sci, 2019, 62(3): 039101, doi: 10.1007/s11432-017-9412-3

Special Issue on Information Security
RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

Universally composable secure geographic area verification without pre-shared secret
Zhang, Junwei; Lu, Ning; Ma, Jianfeng; Yang, Chao
Sci China Inf Sci, 2019, 62(3): 032113
Keywords: geographic area verification; pre-shared secret-free; composition security; colluding attacks; provable security
Cite as: Zhang J W, Lu N, Ma J F, et al. Universally composable secure geographic area verification without pre-shared secret. Sci China Inf Sci, 2019, 62(3): 032113, doi: 10.1007/s11432-018-9738-2

Special Issue on Information Security
RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

Pseudo random oracle of Merkle-Damgard hash functions revisited
Ammour, Kamel; Wang, Lei; Gu, Dawu
Sci China Inf Sci, 2019, 62(3): 032112
Keywords: Merkle-Damgard; random oracle; indifferentiability; prefix free; length extension attack
Cite as: Ammour K, Wang L, Gu D W. Pseudo random oracle of Merkle-Damgard hash functions revisited. Sci China Inf Sci, 2019, 62(3): 032112, doi: 10.1007/s11432-018-9568-2

Special Issue on Information Security
RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

Automatic search method for multiple differentials and its application on MANTIS
Chen, Shiyao; Liu, Ru; Cui, Tingting; Wang, Meiqin
Sci China Inf Sci, 2019, 62(3): 032111
Keywords: multiple differential cryptanalysis; structure attack; automatic search; MANTIS; MILP
Cite as: Chen S Y, Liu R, Cui T T, et al. Automatic search method for multiple differentials and its application on MANTIS. Sci China Inf Sci, 2019, 62(3): 032111, doi: 10.1007/s11432-018-9658-0

Special Issue on Information Security
RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

Keywords: zero-knowledge; concurrent zero-knowledge; resettable zero-knowledge; concurrent secure computation; computational complexity
Cite as: Yan Z B, Deng Y. A novel approach to public-coin concurrent zero-knowledge and applications on resettable security. Sci China Inf Sci, 2019, 62(3): 032110, doi: 10.1007/s11432-018-9627-x

Special Issue on Information Security
RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

A regulated digital currency
Wu, Yanbing; Fan, Haining; Wang, Xiaoyun; Zou, Guangnan
Sci China Inf Sci, 2019, 62(3): 032109
Keywords: Blockchain; Bitcoin; anonymous; digital currency; regulated; proof-of-work
Cite as: Wu Y B, Fan H N, Wang X Y, et al. A regulated digital currency. Sci China Inf Sci, 2019, 62(3): 032109, doi: 10.1007/s11432-018-9611-3

Special Issue on Information Security
RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

New observation on the key schedule of RECTANGLE
Yan, Hailun; Luo, Yiyuan; Chen, Mo; Lai, Xuejia
Sci China Inf Sci, 2019, 62(3): 032108
Keywords: lightweight block cipher; RECTANGLE; key schedule; round function; diffusion
Cite as: Yan H L, Luo Y Y, Chen M, et al. New observation on the key schedule of RECTANGLE. Sci China Inf Sci, 2019, 62(3): 032108, doi: 10.1007/s11432-018-9527-8

Special Issue on Information Security
RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

A new discrete Fourier transform randomness test
Chen, Meihui; Chen, Hua; Fan, Limin; Zhu, Shaofeng; Xi, Wei; Feng, Dengguo
Sci China Inf Sci, 2019, 62(3): 032107
Keywords: statistical randomness test; discrete Fourier transform test; NIST SP800-22; two-level test; chi-square distribution
Cite as: Chen M H, Chen H, Fan L M, et al. A new discrete Fourier transform randomness test. Sci China Inf Sci, 2019, 62(3): 032107, doi: 10.1007/s11432-018-9489-x

Special Issue on Information Security
RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

CATH: an effective method for detecting denial-of-service attacks in software defined networks
Guo, Yi; Miao, Fu; Zhang, Liancheng; Wang, Yu
Sci China Inf Sci, 2019, 62(3): 032106
Keywords: DoS attacks; software defined network; flow features; cusp model; equilibrium surface
Cite as: Guo Y, Miao F, Zhang L C, et al. CATH: an effective method for detecting denial-of-service attacks in software defined networks. Sci China Inf Sci, 2019, 62(3): 032106, doi: 10.1007/s11432-017-9439-7

Special Issue on Information Security
RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

Partially known information attack on SM2 key exchange protocol
Wei, Wei; Chen, Jiazhe; Li, Dan; Wang, Beibei
Sci China Inf Sci, 2019, 62(3): 032105
Keywords: SM2 key exchange protocol; cryptanalysis; information leakage; lattice attack; extended hidden number problem
Cite as: Wei W, Chen J Z, Li D, et al. Partially known information attack on SM2 key exchange protocol. Sci China Inf Sci, 2019, 62(3): 032105, doi: 10.1007/s11432-018-9515-9

Special Issue on Information Security
RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 2

Identity-based public auditing for cloud storage systems against malicious auditors via blockchain
Xue, Jingting; Xu, Chunxiang; Zhao, Jining; Ma, Jianfeng
Sci China Inf Sci, 2019, 62(3): 032104
Keywords: cloud storage; public integrity auditing; identity-based cryptography; blockchain; security analysis
Cite as: Xue J T, Xu C X, Zhao J N, et al. Identity-based public auditing for cloud storage systems against malicious auditors via blockchain. Sci China Inf Sci, 2019, 62(3): 032104, doi: 10.1007/s11432-018-9462-0

Special Issue on Information Security
RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 6

EFFECT: an efficient flexible privacy-preserving data aggregation scheme with authentication in smart grid
Guan, Zhitao; Zhang, Yue; Zhu, Liehuang; Wu, Longfei; Yu, Shui
Sci China Inf Sci, 2019, 62(3): 032103
Keywords: privacy-preserving; authentication; batch verification; smart grid
Cite as: Guan Z T, Zhang Y, Zhu L H, et al. EFFECT: an efficient flexible privacy-preserving data aggregation scheme with authentication in smart grid. Sci China Inf Sci, 2019, 62(3): 032103, doi: 10.1007/s11432-018-9451-y

Special Issue on Information Security
RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

Related-tweakey impossible differential attack on reduced-round Deoxys-BC-256
Zong, Rui; Dong, Xiaoyang; Wang, Xiaoyun
Sci China Inf Sci, 2019, 62(3): 032102
Keywords: related-tweakey impossible differential attack; tweakable block cipher; Deoxys-BC-256; tweakey schedule; MILP
Cite as: Zong R, Dong X Y, Wang X Y. Related-tweakey impossible differential attack on reduced-round Deoxys-BC-256. Sci China Inf Sci, 2019, 62(3): 032102, doi: 10.1007/s11432-017-9382-2

Special Issue on Information Security
RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

Improved impossible differential cryptanalysis of large-block Rijndael
Liu, Ya; Shi, Yifan; Gu, Dawu; Dai, Bo; Zhao, Fengyu; Li, Wei; Liu, Zhiqiang; Zeng, Zhiqiang
Sci China Inf Sci, 2019, 62(3): 032101
Keywords: block cipher; Rijndael; precomputation tables; impossible differentials; multiple impossible differential attacks
Cite as: Liu Y, Shi Y F, Gu D W, et al. Improved impossible differential cryptanalysis of large-block Rijndael. Sci China Inf Sci, 2019, 62(3): 032101, doi: 10.1007/s11432-017-9365-4

Vol. 62, No. 2, 2019 Cover Contents

LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 2

Effectively modeling piecewise planar urban scenes based on structure priors and CNN
Wang, Wei; Gao, Wei; Hu, Zhanyi
Sci China Inf Sci, 2019, 62(2): 029102
Keywords: urban scene; piecewise planar stereo; Markov Random Field; image oversegmentation; Convolutional Neural Network
Cite as: Wang W, Gao W, Hu Z Y. Effectively modeling piecewise planar urban scenes based on structure priors and CNN. Sci China Inf Sci, 2019, 62(2): 029102, doi: 10.1007/s11432-017-9473-5

LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 0

Pre-course student performance prediction with multi-instance multi-label learning
Ma, Yuling; Cui, Chaoran; Nie, Xiushan; Yang, Gongping; Shaheed, Kashif; Yin, Yilong
Sci China Inf Sci, 2019, 62(2): 029101
Keywords: pre-course student performance prediction; multi-instance; multi-label; class-imbalanced; academic early warning
Cite as: Ma Y L, Cui C R, Nie X S, et al. Pre-course student performance prediction with multi-instance multi-label learning. Sci China Inf Sci, 2019, 62(2): 029101, doi: 10.1007/s11432-017-9371-y

NEWS & VIEWS Website SpringerLink Google Scholar Cited in SCI: 0

Two open-source projects for image aesthetic quality assessment
Wu, Le; Jin, Xin; Zhao, Geng; Zhou, Xinghui
Sci China Inf Sci, 2019, 62(2): 027101
Keywords: Aesthetic Quality Assessment; Computer Version; Artificial Intelligence; Open Source Code; Pattern Recognition
Cite as: Wu L, Jin X, Zhao G, et al. Two open-source projects for image aesthetic quality assessment. Sci China Inf Sci, 2019, 62(2): 027101, doi: 10.1007/s11432-018-9692-2

MOOP Website SpringerLink Google Scholar Homepage Cited in SCI: 1

Vehicle tracking by detection in UAV aerial video
Liu, Shaohua; Wang, Suqin; Shi, Wenhao; Liu, Haibo; Li, Zhaoxin; Mao, Tianlu
Sci China Inf Sci, 2019, 62(2): 024101
Keywords: Vehicle Tracking; Tracking by Detection; Convolutional Neural Network; Kalman Filtering; Unmanned Aerial Vehicle
Cite as: Liu S H, Wang S Q, Shi W H, et al. Vehicle tracking by detection in UAV aerial video. Sci China Inf Sci, 2019, 62(2): 024101, doi: 10.1007/s11432-018-9590-5

Vol. 62, No. 1, 2019 Cover Contents

LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 1

Learning discriminative and invariant representation for fingerprint retrieval
Song, Dehua; Li, Ruilin; Zhang, Fandong; Feng, Jufu
Sci China Inf Sci, 2019, 62(1): 019104
Keywords: fingerprint retrieval; representation learning; deep convolutional neural network; power activation function; distortion
Cite as: Song D H, Li R L, Zhang F D, et al. Learning discriminative and invariant representation for fingerprint retrieval. Sci China Inf Sci, 2019, 62(1): 019104, doi: 10.1007/s11432-018-9512-1

LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 2

Identifying RNA-binding proteins using multi-label deep learning
Pan, Xiaoyong; Fan, Yong-Xian; Jia, Jue; Shen, Hong-Bin
Sci China Inf Sci, 2019, 62(1): 019103
Keywords: RNA-protein; deep learning; multi-label learning; long short term memory network; convolutional neural network
Cite as: Pan X Y, Fan Y X, Jia J, et al. Identifying RNA-binding proteins using multi-label deep learning. Sci China Inf Sci, 2019, 62(1): 019103, doi: 10.1007/s11432-018-9558-2

LETTER Website SpringerLink Google Scholar Cited in SCI: 5

How security bugs are fixed and what can be improved: an empirical study with Mozilla
Sun, Xiaobing; Peng, Xin; Zhang, Kai; Liu, Yang; Cai, Yuanfang
Sci China Inf Sci, 2019, 62(1): 019102
Keywords: Security bug; empirical study; bug fix; Mozilla project; bug analysis
Cite as: Sun X B, Peng X, Zhang K, et al. How security bugs are fixed and what can be improved: an empirical study with Mozilla. Sci China Inf Sci, 2019, 62(1): 019102, doi: 10.1007/s11432-017-9459-5

LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 0

A clustering-based approach for mining dockerfile evolutionary trajectories
Zhang, Yang; Wang, Huaimin; Filkov, Vladimir
Sci China Inf Sci, 2019, 62(1): 019101
Keywords: Continuous deployment; Dockerfile; Docker Hub; GitHub; Docker
Cite as: Zhang Y, Wang H M, Filkov V. A clustering-based approach for mining dockerfile evolutionary trajectories. Sci China Inf Sci, 2019, 62(1): 019101, doi: 10.1007/s11432-017-9415-3

HIGHLIGHT Website SpringerLink Google Scholar Cited in SCI: 0

A formally verified transformation to unify multiple nested clocks for a Lustre-like language
Shi, Gang; Zhang, Yucheng; Shang, Shu; Wang, Shengyuan; Dong, Yuan; Yew, Pen-Chung
Sci China Inf Sci, 2019, 62(1): 012801
Keywords: synchronous data-flow languages; nested clocks; clock-unifying; certified compilers; Lustre; Coq
Cite as: Shi G, Zhang Y C, Shang S, et al. A formally verified transformation to unify multiple nested clocks for a Lustre-like language. Sci China Inf Sci, 2019, 62(1): 012801, doi: 10.1007/s11432-016-9270-0

RESEARCH PAPER Website SpringerLink Google Scholar Supplementary Cited in SCI: 1

A convergence analysis for a class of practical variance-reduction stochastic gradient MCMC
Chen, Changyou; Wang, Wenlin; Zhang, Yizhe; Su, Qinliang; Carin, Lawrence
Sci China Inf Sci, 2019, 62(1): 012101
Keywords: Markov chain Monte Carlo; SG-MCMC; variance reduction; deep neural networks
Cite as: Chen C Y, Wang W L, Zhang Y Z, et al. A convergence analysis for a class of practical variance-reduction stochastic gradient MCMC. Sci China Inf Sci, 2019, 62(1): 012101, doi: 10.1007/s11432-018-9656-y