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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  
Asymmetric Gaussian Process multi-view learning for visual classification Journal article
Information Fusion, 2021,Volume: 65,Page: 108-118
Authors:  Li,Jinxing;  Li,Zhaoqun;  Lu,Guangming;  Xu,Yong;  Zhang,Bob;  Zhang,David
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Classification  Gaussian Process  Multi-view  View-shared  View-specific  
Approximate empirical kernel map-based iterative extreme learning machine for clustering Journal article
Neural Computing and Applications, 2020,Volume: 32,Issue: 12,Page: 8031-8046
Authors:  Chen,Chuangquan;  Vong,Chi Man;  Wong,Pak Kin;  Tai,Keng Iam
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Approximate empirical kernel map  Compact model  Extreme learning machine  Kernel learning  Maximum margin clustering  
A new learning paradigm for random vector functional-link network: RVFL+ Journal article
Neural Networks, 2020,Volume: 122,Page: 94-105
Authors:  Zhang,Peng Bo;  Yang,Zhi Xin
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KRVFL+  Learning using privileged information  Random vector functional link networks  RVFL+  SVM+  The Rademacher complexity  
Extreme semi-supervised learning for multiclass classification Journal article
Neurocomputing, 2020,Volume: 376,Page: 103-118
Authors:  Chen,Chuangquan;  Gan,Yanfen;  Vong,Chi Man
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Alternating optimization  Approximate empirical kernel map  Extreme learning machine  Multiclass classification  Semi-supervised support vector machine  
A Multimodal Saliency Model for Videos with High Audio-Visual Correspondence Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 3805-3819
Authors:  Xiongkuo Min;  Guangtao Zhai;  Jiantao Zhou;  Xiao-Ping Zhang;  Xiaokang Yang;  Xinping Guan
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Attention Fusion  Audio-visual Attention  Multimodal  Saliency  Visual Attention  
The strong substructure and feature attention mechanism for image semantic segmentation Journal article
Concurrency Computation, 2020
Authors:  Zhang,Yuhang;  Ren,Hongshuai;  Yang,Wensi;  Wang,Yang;  Ye,Kejiang;  Xu,Cheng Zhong
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a cross-channel structure  satellite image recognition  semantic segmentation  
Visual Classification with Multikernel Shared Gaussian Process Latent Variable Model Journal article
IEEE Transactions on Cybernetics, 2019,Volume: 49,Issue: 8,Page: 2886-2899
Authors:  Li,Jinxing;  Zhang,Bob;  Lu,Guangming;  Ren,Hu;  Zhang,David
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Gaussian process (GP)  latent variable model  multikernel  multiview  
Multilayer one-class extreme learning machine Journal article
Neural Networks, 2019,Volume: 115,Page: 11-22
Authors:  Dai,Haozhen;  Cao,Jiuwen;  Wang,Tianlei;  Deng,Muqing;  Yang,Zhixin
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Kernel learning  ML-OCELM  OC-ELM  One-class classification  Outlier/anomaly detection  
A Computation Resource Friendly Convolutional Neural Network Engine for EEG-based Emotion Recognition Conference paper
2019 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, CIVEMSA 2019 - Proceedings
Authors:  Zhan,Yi;  Vai,Mang I.;  Barma,Shovan;  Pun,Sio Hang;  Li,Jia Wen;  Mak,Peng Un
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CNN  deep learning  depth-wise convolution  EEG  emotion recognition  parallel convolution neural network