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DC-DC Buck circuit fault diagnosis with insufficient state data based on deep model and transfer strategy Journal article
Jia, Zhen, Liu, Zhenbao, Vong, Chi Man, Wang, Shengdong, Cai, Yongyi. DC-DC Buck circuit fault diagnosis with insufficient state data based on deep model and transfer strategy[J]. Expert Systems with Applications, 2023, 213, 118918.
Authors:  Jia, Zhen;  Liu, Zhenbao;  Vong, Chi Man;  Wang, Shengdong;  Cai, Yongyi
Favorite | TC[WOS]:10 TC[Scopus]:15  IF:7.5/7.6 | Submit date：2023/04/03
Dc-dc Buck Circuit  Fault Diagnosis  Deep Elm-ae Model  Kernel Method  Transfer Learning  
Multilayer one-class extreme learning machine Journal article
Dai,Haozhen, Cao,Jiuwen, Wang,Tianlei, Deng,Muqing, Yang,Zhixin. Multilayer one-class extreme learning machine[J]. Neural Networks, 2019, 115, 11-22.
Authors:  Dai,Haozhen;  Cao,Jiuwen;  Wang,Tianlei;  Deng,Muqing;  Yang,Zhixin
Favorite | TC[WOS]:58 TC[Scopus]:73  IF:6.0/7.9 | Submit date：2021/03/11
Kernel Learning  Ml-ocelm  Oc-elm  One-class Classification  Outlier/anomaly Detection  
Empirical kernel map-based multilayer extreme learning machines for representation learning Journal article
Vong, Chi Man, Chen, Chuangquan, Wong, Pak Kin. Empirical kernel map-based multilayer extreme learning machines for representation learning[J]. NEUROCOMPUTING, 2018, 310, 265-276.
Authors:  Vong, Chi Man;  Chen, Chuangquan;  Wong, Pak Kin
Favorite | TC[WOS]:25 TC[Scopus]:31  IF:5.5/5.5 | Submit date：2018/10/30
Kernel Learning  Multilayer Extreme Learning Machine (Ml-elm)  Empirical Kernel Map (Ekm)  Representation Learning  Stacked Autoencoder (Sae)  
Empirical Kernel Map-Based Multilayer Extreme Learning Machines for Representation Learning Journal article
Vong, C. M., Chen, C.Q., Wong, P. K.. Empirical Kernel Map-Based Multilayer Extreme Learning Machines for Representation Learning[J]. Neurocomputing (SCI-E), 2018, 265-276.
Authors:  Vong, C. M.;  Chen, C.Q.;  Wong, P. K.
Favorite |   IF:5.5/5.5 | Submit date：2022/08/09
Kernel learning Multilayer extreme learning machine (ML-ELM)  Empirical kernel map (EKM)  Representation learning  stacked autoencoder (SAE)  
Kernel-Based Multilayer Extreme Learning Machines for Representation Learning Journal article
Wong, Chi Man, Vong, Chi Man, Wong, Pak Kin, Cao, Jiuwen. Kernel-Based Multilayer Extreme Learning Machines for Representation Learning[J]. IEEE Transactions on Neural Networks and Learning Systems, 2018, 29(3), 757-762.
Authors:  Wong, Chi Man;  Vong, Chi Man;  Wong, Pak Kin;  Cao, Jiuwen
Favorite | TC[WOS]:138 TC[Scopus]:157  IF:10.2/10.4 | Submit date：2018/10/30
Kernel Learning  Multilayer Extreme Learning Machine (Ml-elm)  Representation Learning  Stacked Autoencoder (Sae)  
Fast Detection of Impact Location Using Kernel Extreme Learning Machine Journal article
Fu, H.M., Vong, C. M., Wong, P. K., Yang, Z. X.. Fast Detection of Impact Location Using Kernel Extreme Learning Machine[J]. Neural Computing and Applications (SCI-E), 2016, 121-130.
Authors:  Fu, H.M.;  Vong, C. M.;  Wong, P. K.;  Yang, Z. X.
Favorite |   IF:4.5/4.7 | Submit date：2022/08/09
Damage Location Detection  Kernel ELM  Plate structure  
Fast detection of impact location using kernel extreme learning machine Journal article
Fu H., Vong C.-M., Wong, Pak Kin, Yang Z.X.. Fast detection of impact location using kernel extreme learning machine[J]. Neural Computing and Applications, 2016, 27(1), 121.
Authors:  Fu H.;  Vong C.-M.;  Wong, Pak Kin;  Yang Z.X.
Favorite | TC[WOS]:45 TC[Scopus]:65 | Submit date：2018/10/30
Damage Location Detection  Kernel Elm  Plate Structure  
Extreme Learning Machine with Composite Kernels for Hyperspectral Image Classification Journal article
Zhou Yicong, Peng Jiangtao, Chen C.L.P.. Extreme Learning Machine with Composite Kernels for Hyperspectral Image Classification[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015, 8(6), 2351 - 2360.
Authors:  Zhou Yicong;  Peng Jiangtao;  Chen C.L.P.
Favorite | TC[WOS]:144 TC[Scopus]:173 | Submit date：2018/10/30
Composite Kernel (Ck)  Extreme Learning Machine (Elm)  Hyperspectral Image (Hsi) Classification  
Fast detection of impact location using kernel extreme learning machine Conference paper
Fu, H., Vong, C. M., Yang, Z. X.. Fast detection of impact location using kernel extreme learning machine[C], 2013.
Authors:  Fu, H.;  Vong, C. M.;  Yang, Z. X.
Favorite |  | Submit date：2022/08/09
Damage location detection  Kernel ELM  Plate structure