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Postboosting Using Extended G-Mean for Online Sequential Multiclass Imbalance Learning Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018,Volume: 29,Issue: 12,Page: 6163-6177
Authors:  Vong, Chi-Man;  Du, Jie;  Wong, Chi-Man;  Cao, Jiu-Wen
Favorite  |  View/Download:8/0  |  Submit date:2019/01/17
Dynamic changing distribution  extreme learning machine  imbalance class distribution  multiclass imbalance learning  online sequential learning  
Capturing High-Discriminative Fault Features for Electronics-Rich Analog System via Deep Learning Journal article
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2017,Volume: 13,Issue: 3,Page: 1213-1226
Authors:  Liu, Zhenbao;  Jia, Zhen;  Vong, Chi-Man;  Bu, Shuhui;  Han, Junwei;  Tang, Xiaojun
Favorite  |  View/Download:16/0  |  Submit date:2018/10/30
Analog Circuits  Deep Belief Network  Deep Learning  Diagnosis  Failure  Fault  Restricted Boltzmann Machines  
Gene-network-based feature set (GNFS) for expression-based cancer classification Journal article
Journal of Medical Imaging and Health Informatics, 2016,Volume: 6,Issue: 4,Page: 1093-1101
Authors:  Doungpan N.;  Engchuan W.;  Meechai A.;  Fong S.;  Chan J.H.
Favorite  |  View/Download:2/0  |  Submit date:2019/02/13
Breast cancer  Classification  Colorectal cancer  Feature selection  Gene expression analysis  Gene network  Gene set  Lung cancer  
An Analytical Study on Reasoning of Extreme Learning Machine for Classification from Its Inductive Bias Journal article
Cognitive Computation, 2016,Volume: 8,Issue: 4,Page: 746-756
Authors:  Wong P.K.;  Gao X.H.;  Wong K.I.;  Vong C.M.
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Extreme Learning Machine  Inductive Bias  Multiclass  Reasoning  
Extreme Learning Machine with Composite Kernels for Hyperspectral Image Classification Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015,Volume: 8,Issue: 6,Page: 2351
Authors:  Zhou Y.;  Peng J.;  Chen C.L.P.
Favorite  |  View/Download:11/0  |  Submit date:2018/10/30
Composite Kernel (Ck)  Extreme Learning Machine (Elm)  Hyperspectral Image (Hsi) Classification  
Rapid determination of pesticide residues in herbs using selective pressurized liquid extraction and fast gas chromatography coupled with mass spectrometry Journal article
JOURNAL OF SEPARATION SCIENCE, 2012,Volume: 35,Issue: 15,Page: 1922-1932
Authors:  Du, G (Du, Gang);  Xiao, Y (Xiao, Yao);  Yang, HR (Yang, Hua-Rong);  Wang, L (Wang, Li;  Song, YL (Song, Yue-lin);  Wang, YT (Wang, Yi-Tao)
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