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A novel probabilistic framework with interpretability for generator coherency identification Journal article
Liu, Fengrui, Yin, Yikun, Li, Baitong. A novel probabilistic framework with interpretability for generator coherency identification[J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2022, 143, 108474.
Authors:  Liu, Fengrui;  Yin, Yikun;  Li, Baitong
Favorite | TC[WOS]:1 TC[Scopus]:5  IF:5.0/4.6 | Submit date：2022/08/02
Generator Coherency Identification  Interpretability  Multi-task Learning  Spatial–temporal Auto-encoder  Wide-area Measurement  
Supervised Extreme Learning Machine-Based Auto-Encoder for Discriminative Feature Learning Journal article
Du,Jie, Vong,Chi Man, Chen,Chuangquan, Liu,Peng, Liu,Zhenbao. Supervised Extreme Learning Machine-Based Auto-Encoder for Discriminative Feature Learning[J]. IEEE Access, 2020, 8, 11700-11709.
Authors:  Du,Jie;  Vong,Chi Man;  Chen,Chuangquan;  Liu,Peng;  Liu,Zhenbao
Favorite | TC[WOS]:8 TC[Scopus]:9  IF:3.4/3.7 | Submit date：2021/03/11
Extreme Learning Machine  Elm Based Auto-encoder  Supervised Elm-ae  Discriminative Data Representation  Multi-layer Perceptron  
Supervised Extreme Learning Machine-Based Auto-Encoder for Discriminative Feature Learning Journal article
Du, J., Vong, C. M., Chen, C.Q., Liu, P., Liu, Z.B.. Supervised Extreme Learning Machine-Based Auto-Encoder for Discriminative Feature Learning[J]. IEEE Access (SCI-E), 2019, 11700-11709.
Authors:  Du, J.;  Vong, C. M.;  Chen, C.Q.;  Liu, P.;  Liu, Z.B.
Favorite |   IF:3.4/3.7 | Submit date：2022/08/09
Extreme Learning Machine  Elm Based Auto-encoder  Supervised Elm-ae  Discriminative Data Representation  Multi-layer Perceptron  
A wavelet broad learning adaptive filter for forecasting and cancelling the physiological tremor in teleoperation Journal article
Lin, Jiatai, Liu, Zhi, Chen, C. L.Philip, Zhang, Yun. A wavelet broad learning adaptive filter for forecasting and cancelling the physiological tremor in teleoperation[J]. Neurocomputing, 2019, 356, 170-183.
Authors:  Lin, Jiatai;  Liu, Zhi;  Chen, C. L.Philip;  Zhang, Yun
Favorite | TC[WOS]:16 TC[Scopus]:19  IF:5.5/5.5 | Submit date：2022/05/17
Incremental Learning  Self-paced Wavelet Auto-encoder(Spwae)  Wavelet Broad Learning Adaptive Filter(Wblaf)  
Intelligent Machine Tools Recognition Based on Hybrid CNNs and ELMs Networks Conference paper
Zhang, K., Tang, L.L., Yang, Z. X., Luo, L.Q.. Intelligent Machine Tools Recognition Based on Hybrid CNNs and ELMs Networks[C], 2019.
Authors:  Zhang, K.;  Tang, L.L.;  Yang, Z. X.;  Luo, L.Q.
Favorite |  | Submit date：2022/08/31
Machine Tools Recognition  Convolutional Neural Networks(CNNs)  Extreme Learning Machine  Auto-Encoder  
Hyper-parameter Analysis of the Improved Deep Embedding Clustering Model Conference paper
Feng，Qiying, Chen，C. L.Philip, Zhou，Jin. Hyper-parameter Analysis of the Improved Deep Embedding Clustering Model[C], 2018, 57-60.
Authors:  Feng，Qiying;  Chen，C. L.Philip;  Zhou，Jin
Favorite | TC[Scopus]:1 | Submit date：2021/03/09
Auto-encoder  Deep Learning  high-dimension real-world clustering  student-t distribution  
Multi-View CNN Feature Aggregation with ELM Auto-Encoder for 3D Shape Recognition Journal article
Yang, Zhi-Xin, Tang, Lulu, Zhang, Kun, Wong, Pak Kin. Multi-View CNN Feature Aggregation with ELM Auto-Encoder for 3D Shape Recognition[J]. COGNITIVE COMPUTATION, 2018, 10(6), 908-921.
Authors:  Yang, Zhi-Xin;  Tang, Lulu;  Zhang, Kun;  Wong, Pak Kin
Favorite | TC[WOS]:38 TC[Scopus]:46  IF:4.3/4.0 | Submit date：2019/01/17
Elm Auto-encoder  Convolutional Neural Networks  3d Shape Recognition  Multi-view Feature Aggregation  
Kernel-based Multi-layer Extreme Learning Machines for Representation Learning Journal article
Wong, C.M., Vong, C. M., Wong, P. K., Cao, J.W.. Kernel-based Multi-layer Extreme Learning Machines for Representation Learning[J]. IEEE Transactions on Neural Networks and Learning Systems (SCI-E), 2018, 757-762.
Authors:  Wong, C.M.;  Vong, C. M.;  Wong, P. K.;  Cao, J.W.
Favorite | TC[WOS]:138 TC[Scopus]:157  IF:10.2/10.4 | Submit date：2022/07/27
Kernel Learning  Multilayer Extreme Learning Machine  Stacked Auto Encoder  Representation Learning  
Encrypted image classification based on multilayer extreme learning machine Journal article
Wang, W., Vong, C. M., Yang, Y., Wong, P. K.. Encrypted image classification based on multilayer extreme learning machine[J]. Multidimensional Systems and Signal Processing (SCI-E), 2017, 851-865.
Authors:  Wang, W.;  Vong, C. M.;  Yang, Y.;  Wong, P. K.
Favorite |  | Submit date：2022/08/09
Encrypted image classification  Privacy preservation  Multi layer extreme learning machine  ELM auto encoder  
Encrypted image classification based on multilayer extreme learning machine Journal article
Wang, Weiru, Vong, Chi-Man, Yang, Yilong, Wong, Pak Kin. Encrypted image classification based on multilayer extreme learning machine[J]. MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING, 2017, 28(3), 851-865.
Authors:  Wang, Weiru;  Vong, Chi-Man;  Yang, Yilong;  Wong, Pak Kin
Favorite | TC[WOS]:27 TC[Scopus]:33  IF:1.7/1.7 | Submit date：2018/10/30
Encrypted Image Classification  Privacy Preservation  Multi Layer Extreme Learning Machine  Elm Auto Encoder