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RPCA-induced self-representation for subspace clustering Journal article
Neurocomputing, 2021,Volume: 437,Page: 249-260
Authors:  Zhong,Guo;  Pun,Chi Man
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Low-rank recovery  Robust principal component analysis  Self-representation  Subspace clustering  
A matrix sampling approach for efficient SimRank computation Journal article
Information Sciences, 2021,Volume: 556,Page: 1-26
Authors:  Lu,Juan;  Gong,Zhiguo;  Yang,Yiyang
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Matrix sampling  SimRank  Steepest descent  
Molecular evidence of herbal formula: a network-based analysis of Si-Wu decoction Journal article
Phytochemical Analysis, 2021,Volume: 32,Issue: 2,Page: 198-205
Authors:  Zuo,Hua Li;  Zhang,Qian Ru;  Chen,Cen;  Yang,Feng Qing;  Yu,Hua;  Hu,Yuan Jia
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Network Module  Network Pharmacology  Neuroendocrine Immunomodulation  Phytochemical Information  Si-wu Decoction  
A new nonlocal means based framework for mixed noise removal Journal article
Neurocomputing, 2021,Volume: 431,Page: 57-68
Authors:  Jiang,Jielin;  Yang,Kang;  Yang,Jian;  Yang,Zhi Xin;  Chen,Yadang;  Luo,Lei
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Convolutional neural network  Gradient regularization  Low rank approximation  Mixed noise removal  Nonlocal self-similarity  
The Power of Bounds: Answering Approximate Earth Mover's Distance with Parametric Bounds Journal article
IEEE Transactions on Knowledge and Data Engineering, 2021,Volume: 33,Issue: 2,Page: 768-781
Authors:  Chan,Tsz Nam;  Yiu,Man Lung;  Leong Hou,U.
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approximation framework  Earth mover's distance  parametric bounds  
Ensemble learning-based structural health monitoring by Mahalanobis distance metrics Journal article
Structural Control and Health Monitoring, 2021,Volume: 28,Issue: 2
Authors:  Sarmadi,Hassan;  Entezami,Alireza;  Saeedi Razavi,Behzad;  Yuen,Ka Veng
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Damage detection  ensemble learning  environmental variability  Mahalanobis distance  structural health monitoring  unsupervised learning  
A hybrid shape-based image clustering using time-series analysis Journal article
Multimedia Tools and Applications, 2021,Volume: 80,Issue: 3,Page: 3793-3808
Authors:  Mondal,Atreyee;  Dey,Nilanjan;  Fong,Simon;  Ashour,Amira S.
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Hierarchical clustering  Image to time-series conversion  Pearson correlation distance metric  Shape clustering  Shape similarity  
Fast Algorithm Based on Parallel Computing for Sample Entropy Calculation Journal article
IEEE Access, 2021
Authors:  Dong X.;  Chen C.;  Geng Q.;  Zhang W.;  Zhang X.D.
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Acceleration  Algorithm  Biomedical Monitoring  Entropy  Fast Computation  Graphics Processing Unit  Graphics Processing Units  Kernel  Parallel Computing  Sample Entropy  Standards  Time Series Analysis  
Relaxed Asymmetric Deep Hashing Learning: Point-to-Angle Matching Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2020,Volume: 31,Issue: 11,Page: 4791-4805
Authors:  Li,Jinxing;  Zhang,Bob;  Lu,Guangming;  You,Jane;  Xu,Yong;  Wu,Feng;  Zhang,David
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Asymmetric  deep learning  hashing learning  point-to-angle  triplet loss  
GNNVis: Visualize Large-Scale Data by Learning a Graph Neural Network Representation Conference paper
International Conference on Information and Knowledge Management, Proceedings
Authors:  Huang,Yajun;  Zhang,Jingbin;  Yang,Yiyang;  Gong,Zhiguo;  Hao,Zhifeng
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big data  graph neural networks  high-dimensional data  neural networks  semi-supervised learning  visualization