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Single-Stage Broad Multi-Instance Multi-Label Learning (BMIML) With Diverse Inter-Correlations and Its Application to Medical Image Classification Journal article
Lai,Qi, Zhou,Jianhang, Gan,Yanfen, Vong,Chi Man, Chen,C. L.Philip. Single-Stage Broad Multi-Instance Multi-Label Learning (BMIML) With Diverse Inter-Correlations and Its Application to Medical Image Classification[J]. IEEE Transactions on Emerging Topics in Computational Intelligence, 2023, 8(1), 828-839.
Authors:  Lai,Qi;  Zhou,Jianhang;  Gan,Yanfen;  Vong,Chi Man;  Chen,C. L.Philip
Favorite | TC[WOS]:1 TC[Scopus]:3  IF:5.3/5.7 | Submit date：2023/08/03
Biomedical Imaging  Computational Intelligence  Correlation  Diseases  Medical Image Classification  Multi-instance Learning  Multi-label Learning  Probabilistic Logic  Simultaneous Learning  Single-stage Framework  Task Analysis  Training  
Simultaneous Wireless Information and Power Transfer assisted Federated Learning via Non-orthogonal Multiple Access Journal article
Wu Yuan, Song Yuxiao, Wang Tianshun, Dai Minghui, Quek Tony Q.S.. Simultaneous Wireless Information and Power Transfer assisted Federated Learning via Non-orthogonal Multiple Access[J]. IEEE Transactions on Green Communications and Networking, 2022, 6(3), 1846-1861.
Authors:  Wu Yuan;  Song Yuxiao;  Wang Tianshun;  Dai Minghui;  Quek Tony Q.S.
Favorite | TC[WOS]:14 TC[Scopus]:14  IF:5.3/4.5 | Submit date：2022/05/17
Federated Learning  Simultaneous Wireless Information And Power Transfer  Non-orthogonal Multiple Access  
Novel Efficient RNN and LSTM-like architectures: Recurrent and Gated Broad Learning Systems and Their Applications to Text Classification Journal article
Du, J., Vong, C. M., Chen, C. L.. Novel Efficient RNN and LSTM-like architectures: Recurrent and Gated Broad Learning Systems and Their Applications to Text Classification[J]. IEEE Transactions on Cybernetics (SCI-E), 2021, 1586-1597.
Authors:  Du, J.;  Vong, C. M.;  Chen, C. L.
Favorite |   IF:9.4/10.3 | Submit date：2022/08/09
Broad learning system (BLS)  sequence information  simultaneous learning  text classification  word importance  
Novel Efficient RNN and LSTM-Like Architectures: Recurrent and Gated Broad Learning Systems and Their Applications for Text Classification Journal article
Du,Jie, Vong,Chi Man, Philip Chen,C. L.. Novel Efficient RNN and LSTM-Like Architectures: Recurrent and Gated Broad Learning Systems and Their Applications for Text Classification[J]. IEEE Transactions on Cybernetics, 2021, 51(3), 1586-1597.
Authors:  Du,Jie;  Vong,Chi Man;  Philip Chen,C. L.
Favorite | TC[WOS]:120 TC[Scopus]:125  IF:9.4/10.3 | Submit date：2021/03/11
Broad Learning System (Bls)  Sequence Information  Simultaneous Learning  Text Classification  Word Importance  
Single and simultaneous fault diagnosis of gearbox via a semi-supervised and high-accuracy adversarial learning framework Journal article
Liang,Pengfei, Deng,Chao, Wu,Jun, Yang,Zhixin, Zhu,Jinxuan, Zhang,Zihan. Single and simultaneous fault diagnosis of gearbox via a semi-supervised and high-accuracy adversarial learning framework[J]. Knowledge-Based Systems, 2020, 198, 105895.
Authors:  Liang,Pengfei;  Deng,Chao;  Wu,Jun;  Yang,Zhixin;  Zhu,Jinxuan; et al.
Favorite | TC[WOS]:62 TC[Scopus]:71  IF:7.2/7.4 | Submit date：2021/03/11
Adversarial Learning  Continuous Wavelet Transform  Fault Diagnosis  Gearbox  Simultaneous  Single  
Single and Simultaneous Fault Diagnosis With Application to a Multistage Gearbox: A Versatile Dual-ELM Network Approach Journal article
Yang, Zhi-Xin, Wang, Xian-Bo, Wong, Pak Kin. Single and Simultaneous Fault Diagnosis With Application to a Multistage Gearbox: A Versatile Dual-ELM Network Approach[J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2018, 14(12), 5245-5255.
Authors:  Yang, Zhi-Xin;  Wang, Xian-Bo;  Wong, Pak Kin
Favorite | TC[WOS]:53 TC[Scopus]:71  IF:11.7/11.4 | Submit date：2019/01/17
Extreme Learning Machines (Elm)  Fault Diagnosis  Local Mean Decomposition (Lmd)  Single And Simultaneous Faults  Multistage Gearbox  
Fault diagnosis of rotating machinery based on multiple probabilistic classifiers Journal article
Zhong, Jian-Hua, Wong, Pak Kin, Yang, Zhi-Xin. Fault diagnosis of rotating machinery based on multiple probabilistic classifiers[J]. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2018, 108, 99-114.
Authors:  Zhong, Jian-Hua;  Wong, Pak Kin;  Yang, Zhi-Xin
Favorite | TC[WOS]:71 TC[Scopus]:82  IF:7.9/8.0 | Submit date：2018/10/30
Rotating Machinery  Automotive Engine  Simultaneous-fault Diagnosis  Sparse Bayesian Extreme Learning Machine  Probabilistic Committee Machine  
A new framework for intelligent simultaneous-fault diagnosis of rotating machinery using pairwise-coupled sparse Bayesian extreme learning committee machine Journal article
Wong, P. K., Zhong, J.H., Yang, Z. X., Vong, C. M.. A new framework for intelligent simultaneous-fault diagnosis of rotating machinery using pairwise-coupled sparse Bayesian extreme learning committee machine[J]. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science (SCI-E), 2017, 1146-1161.
Authors:  Wong, P. K.;  Zhong, J.H.;  Yang, Z. X.;  Vong, C. M.
Favorite |  | Submit date：2022/08/09
Rotating machinery  simultaneous-fault diagnosis  pairwise-coupled sparse Bayesian extreme learning machine  probabilistic committee machine  
A new framework for intelligent simultaneous-fault diagnosis of rotating machinery using pairwise-coupled sparse Bayesian extreme learning committee machine Journal article
Wong, Pak Kin, Zhong, Jian-Hua, Yang, Zhi-Xin, Vong, Chi Man. A new framework for intelligent simultaneous-fault diagnosis of rotating machinery using pairwise-coupled sparse Bayesian extreme learning committee machine[J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE, 2017, 231(6), 1146-1161.
Authors:  Wong, Pak Kin;  Zhong, Jian-Hua;  Yang, Zhi-Xin;  Vong, Chi Man
Favorite | TC[WOS]:11 TC[Scopus]:12  IF:1.8/1.9 | Submit date：2018/10/30
Rotating Machinery  Simultaneous-fault Diagnosis  Pairwise-coupled Sparse Bayesian Extreme Learning Machine  Probabilistic Committee Machine  
Sparse Bayesian extreme learning committee machine for engine simultaneous fault diagnosis Journal article
Wong, Pak Kin, Zhong, Jianhua, Yang, Zhixin, Vong, Chi Man. Sparse Bayesian extreme learning committee machine for engine simultaneous fault diagnosis[J]. Neurocomputing, 2016, 174, 331-343.
Authors:  Wong, Pak Kin;  Zhong, Jianhua;  Yang, Zhixin;  Vong, Chi Man
Favorite | TC[WOS]:62 TC[Scopus]:76 | Submit date：2018/12/22
Automotive Engine  Multi-signal Fusion  Probabilistic Committee Machine  Simultaneous-fault Diagnosis  Sparse Bayesian Extreme Learning Machine