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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  
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  
Robust and Noise-Insensitive Recursive Maximum Correntropy-Based Evolving Fuzzy System Journal article
IEEE Transactions on Fuzzy Systems, 2020,Volume: 28,Issue: 9,Page: 2277-2284
Authors:  Rong,Hai Jun;  Yang,Zhi Xin;  Wong,Pak Kin
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Correntropy  evolving fuzzy system (EFS)  excess mean square error (EMSE)  recursive  
The power of bounds: Answering approximate earth mover's distance with parametric bounds (Extended abstract) Conference paper
Proceedings - International Conference on Data Engineering
Authors:  Chan,Tsz Nam;  Lung Yiu,Man;  Leong Hou,U.
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Multiscale Superpixel-Based Hyperspectral Image Classification Using Recurrent Neural Networks with Stacked Autoencoders Journal article
IEEE Transactions on Multimedia, 2020,Volume: 22,Issue: 2,Page: 487-501
Authors:  Shi,Cheng;  Pun,Chi Man
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Hyperspectral image classification  Local and nonlocal similarities  Recurrent neural networks  Stacked autoencoders  
A novel approach for CPU load prediction of cloud server combining denoising and error correction Journal article
Computing, 2020
Authors:  You,Deguang;  Lin,Weiwei;  Shi,Fang;  Li,Jianzhuo;  Qi,Deyu;  Fong,Simon
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Data centers  Denoising  Error correction  Load prediction  Long short-term memory  
Harmonization Shared Autoencoder Gaussian Process Latent Variable Model With Relaxed Hamming Distance Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2020
Authors:  Li,Jinxing;  Zhang,Bob;  Lu,Guangming;  Xu,Yong;  Wu,Feng;  Zhang,David
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Adaptation models  Correlation  Data models  Gaussian process (GP)  Gaussian processes  Hamming distance  Hamming distance  harmonization  Image color analysis  latent variable  Learning systems  multiview.  
A comprehensive comparison and overview of R packages for calculating sample entropy Journal article
Biology Methods and Protocols, 2019,Volume: 4,Issue: 1
Authors:  Chen C.;  Sun S.;  Cao Z.;  Shi Y.;  Sun B.;  Zhang X.D.
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Comparison  Nonlinear Dynamics  r Package  Sample Entropy  Time Series