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Adversarial de-overlapping learning machines for supervised and semi-supervised learning Journal article
Sun, Yichen, Vong, Chi Man, Wang, Shitong. Adversarial de-overlapping learning machines for supervised and semi-supervised learning[J]. International Journal of Machine Learning and Cybernetics, 2024.
Authors:  Sun, Yichen;  Vong, Chi Man;  Wang, Shitong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.1/3.6 | Submit date：2024/11/05
Class Overlapping  Imbalanced Classification  Random Fourier Features  Semi-supervised Learning  
Multi-level regularization-based unsupervised multi-view feature selection with adaptive graph learning Journal article
Chen, Tingjian, Zeng, Ying, Yuan, Haoliang, Zhong, Guo, Lai, Loi Lei, Tang, Yuan Yan. Multi-level regularization-based unsupervised multi-view feature selection with adaptive graph learning[J]. International Journal of Machine Learning and Cybernetics, 2022, 14(5), 1695-1709.
Authors:  Chen, Tingjian;  Zeng, Ying;  Yuan, Haoliang;  Zhong, Guo;  Lai, Loi Lei; et al.
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:3.1/3.6 | Submit date：2023/01/30
Adaptive Graph Learning  Multi-level Regularization  Multi-view Feature Selection  Unsupervised Learning  
Video person re-identification using key frame screening with index and feature reorganization based on inter-frame relation Journal article
Lu, Zeng, Zhang, Ganghan, Huang, Guoheng, Yu, Zhiwen, Pun, Chi Man, Zhang, Weiwen, Chen, Junan, Ling, Wing Kuen. Video person re-identification using key frame screening with index and feature reorganization based on inter-frame relation[J]. International Journal of Machine Learning and Cybernetics, 2022, 13(9), 2745-2761.
Authors:  Lu, Zeng;  Zhang, Ganghan;  Huang, Guoheng;  Yu, Zhiwen;  Pun, Chi Man; et al.
Favorite | TC[WOS]:5 TC[Scopus]:6  IF:3.1/3.6 | Submit date：2022/05/17
Feature Reconstruction  Key-frame Extraction  Relation Between Frames  Temporal Modeling  Video-based Person Re-identification  
Local rough set-based feature selection for label distribution learning with incomplete labels Journal article
Qian, Wenbin, Dong, Ping, Wang, Yinglong, Dai, Shiming, Huang, Jintao. Local rough set-based feature selection for label distribution learning with incomplete labels[J]. International Journal of Machine Learning and Cybernetics, 2022, 13(8), 2345-2364.
Authors:  Qian, Wenbin;  Dong, Ping;  Wang, Yinglong;  Dai, Shiming;  Huang, Jintao
Favorite | TC[WOS]:11 TC[Scopus]:12  IF:3.1/3.6 | Submit date：2022/05/17
Feature Selection  Incomplete Labels  Label Distribution Learning  Local Rough Set  Neighborhood Relation  
Multivariate morphological reconstruction based fuzzy clustering with a weighting multi-channel guided image filter for color image segmentation Journal article
Xu,Guangmei, Zhou,Jin, Dong,Jiwen, Chen,C. L.Philip, Zhang,Tong, Chen,Long, Han,Shiyuan, Wang,Lin, Chen,Yuehui. Multivariate morphological reconstruction based fuzzy clustering with a weighting multi-channel guided image filter for color image segmentation[J]. International Journal of Machine Learning and Cybernetics, 2020, 11(12), 2793-2806.
Authors:  Xu,Guangmei;  Zhou,Jin;  Dong,Jiwen;  Chen,C. L.Philip;  Zhang,Tong; et al.
Favorite | TC[WOS]:10 TC[Scopus]:16  IF:3.1/3.6 | Submit date：2021/03/09
Color Image Segmentation  Fuzzy Clustering  Multi-channel Guided Filter  Multivariate Morphological Reconstruction  
Dual sparse learning via data augmentation for robust facial image classification Journal article
Zeng,Shaoning, Zhang,Bob, Zhang,Yanghao, Gou,Jianping. Dual sparse learning via data augmentation for robust facial image classification[J]. International Journal of Machine Learning and Cybernetics, 2020, 11(8), 1717-1734.
Authors:  Zeng,Shaoning;  Zhang,Bob;  Zhang,Yanghao;  Gou,Jianping
Favorite | TC[WOS]:10 TC[Scopus]:9  IF:3.1/3.6 | Submit date：2021/03/11
Image Classification  Sparse Representation  Dictionary Learning  L1 Regularization  
Homo-ELM: fully homomorphic extreme learning machine Journal article
Wang,Weiru, Gan,Yanfen, Vong,Chi Man, Chen,Chuangquan. Homo-ELM: fully homomorphic extreme learning machine[J]. International Journal of Machine Learning and Cybernetics, 2020, 11(7), 1531-1540.
Authors:  Wang,Weiru;  Gan,Yanfen;  Vong,Chi Man;  Chen,Chuangquan
Favorite | TC[WOS]:6 TC[Scopus]:8  IF:3.1/3.6 | Submit date：2021/03/11
Encrypted Image Classification  Encrypted Machine Learning  Extreme Learning Machine  Fully Homomorphic Encryption  Privacy Preservation  
A novel-designed fuzzy logic control structure for control of distinct chaotic systems Journal article
Shih‑Yu Li, Lap‑Mou Tam, Hsien‑Keng Chen, Chin‑Sheng Chen. A novel-designed fuzzy logic control structure for control of distinct chaotic systems[J]. International Journal of Machine Learning and Cybernetics, 2020, 11(10), 2391-2406.
Authors:  Shih‑Yu Li;  Lap‑Mou Tam;  Hsien‑Keng Chen;  Chin‑Sheng Chen
Favorite | TC[WOS]:6 TC[Scopus]:4  IF:3.1/3.6 | Submit date：2021/03/09
Fuzzy Logic Control  Nonlinear Systems  Lyapunov Stability Theory  
Homo-ELM: fully homomorphic extreme learning machine Journal article
Wang, W.R., Gan, W.F., Vong, C. M., Chen, C.Q.. Homo-ELM: fully homomorphic extreme learning machine[J]. International Journal of Machine Learning and Cybernetics, 2020, 11(7), 1531-1540.
Authors:  Wang, W.R.;  Gan, W.F.;  Vong, C. M.;  Chen, C.Q.
Favorite | TC[WOS]:6 TC[Scopus]:8  IF:3.1/3.6 | Submit date：2022/08/09
Encrypted Machine Learning  Fully Homomorphic Encryption  Privacy Preservation  Extreme Learning Machine  Encrypted Image Classification  
Initial-training-free online sequential extreme learning machine based adaptive engine air–fuel ratio control Journal article
Wong,Pak Kin, Gao,Xiang Hui, Wong,Ka In, Vong,Chi Man, Yang,Zhi Xin. Initial-training-free online sequential extreme learning machine based adaptive engine air–fuel ratio control[J]. International Journal of Machine Learning and Cybernetics, 2019, 10(9), 2245-2256.
Authors:  Wong,Pak Kin;  Gao,Xiang Hui;  Wong,Ka In;  Vong,Chi Man;  Yang,Zhi Xin
Favorite | TC[WOS]:7 TC[Scopus]:9  IF:3.1/3.6 | Submit date：2021/03/09
Adaptive Control  Air–fuel Ratio  Automotive Engine  Online Sequential Extreme Learning Machine