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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  
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  
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  
A matrix sampling approach for efficient SimRank computation Journal article
Information Sciences, 2020,Volume: 556,Page: 1-26
Authors:  Juan Lu;  Zhiguo Gong;  Yiyang Yang
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Matrix Sampling  Simrank  Steepest Descent  
A novel approach for CPU load prediction of cloud server combining denoising and error correction Journal article
Computing, 2020
Authors:  Deguang You;  Weiwei Lin;  Fang Shi;  Jianzhuo Li;  Deyu Qi;  Simon Fong
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Data Centers  Load Prediction  Error Correction  Long Short-term Memory  Denoising  
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  
Ensemble learning-based structural health monitoring by Mahalanobis distance metrics Journal article
Structural Control and Health Monitoring, 2020,Volume: 28,Issue: 2
Authors:  Hassan Sarmadi;  Alireza Entezami;  Behzad Saeedi Razavi;  Ka-Veng Yuen
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Damage Detection  Ensemble Learning  Environmental Variability  Mahalanobis Distance  Structural Health Monitoring  Unsupervised Learning  
GNNVis: Visualize Large-Scale Data by Learning a Graph Neural Network Representation Conference paper
International Conference on Information and Knowledge Management, Proceedings, Ireland, October 19–23, 2020
Authors:  Yajun Huang;  Jingbin Zhang;  Yiyang Yang;  Zhiguo Gong;  Zhifeng Hao
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Big Data  Graph Neural Networks  High-dimensional Data  Neural Networks  Semi-supervised Learning  Visualization