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Robust Online Multilabel Learning under Dynamic Changes in Data Distribution with Labels Journal article
IEEE Transactions on Cybernetics, 2020,Volume: 50,Issue: 1,Page: 374-385
Authors:  Du,Jie;  Vong,Chi Man
Favorite |  | TC[WOS]:3 TC[Scopus]:4 | Submit date:2021/03/11
Concept drift  dynamic changes  multilabel data streams  online multilabel learning (OMLL)  
Initial-training-free online sequential extreme learning machine based adaptive engine air–fuel ratio control Journal article
International Journal of Machine Learning and Cybernetics, 2019,Volume: 10,Issue: 9,Page: 2245-2256
Authors:  Wong,Pak Kin;  Gao,Xiang Hui;  Wong,Ka In;  Vong,Chi Man;  Yang,Zhi Xin
Favorite |  | TC[WOS]:4 TC[Scopus]:4 | Submit date:2021/03/09
Adaptive control  Air–fuel ratio  Automotive engine  Online sequential extreme learning machine  
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 |  | TC[WOS]:6 TC[Scopus]:12 | Submit date:2019/01/17
Dynamic changing distribution  extreme learning machine  imbalance class distribution  multiclass imbalance learning  online sequential learning  
Efficient point-by-point engine calibration using machine learning and sequential design of experiment strategies Journal article
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2018,Volume: 355,Issue: 4,Page: 1517-1538
Authors:  Wong, Pak Kin;  Gao, Xiang Hui;  Wong, Ka In;  Vong, Chi Man
Favorite |  | TC[WOS]:4 TC[Scopus]:4 | Submit date:2018/10/30
Initial-Training-Free Online Sequential Extreme Learning Machine Based Adaptive Engine Air-fuel Ratio Control Journal article
International Journal of Machine Learning and Cybernetics, 2018
Authors:  Pak Kin Wong;  Xiang Hui Gao;  Ka In Wong;  Chi Man Vong;  Zhi-Xin Yang
Favorite |  | TC[WOS]:0 TC[Scopus]:4 | Submit date:2019/04/04
Automotive Engine  Air–fuel Ratio  Online Sequential Extreme Learning Machine  Adaptive Control  
Online Sequential Extreme Learning Machine with Under-Sampling and Over-Sampling for Imbalanced Big Data Classification Conference paper
International Conference on Extreme Learning Machine 2016 (ELM2016), Singapore, December, 2016
Authors:  Du, Jie;  Vong, Chi-Man;  Chang, Yajie;  Jiao, Yang
Favorite |  | TC[WOS]:1 TC[Scopus]:0 | Submit date:2018/10/30
Big Data  Imbalance Learning  Os-elm  Under-sampling  Over-sampling  
Data pre-processing of student e-learning logs Conference paper
Lecture Notes in Electrical Engineering, Minh City, Vietnam, 2016.2.15-18
Authors:  Mingming Zhou
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2018/11/06
RFID-enabled indoor positioning method for a real-time manufacturing execution system using OS-ELM Journal article
Neurocomputing, 2016,Volume: 174,Page: 121
Authors:  Yang Z.;  Zhang P.;  Chen L.
Favorite |  | TC[WOS]:45 TC[Scopus]:55 | Submit date:2018/10/30
Indoor Positioning  Manufacturing Execution System (Mes)  Online Sequential Extreme Learning Machine (Os-elm)  Real-time Signal Processing  Rfid  Smart Manufacturing Objects (Smos)  
Model predictive engine air-ratio control using online sequential extreme learning machine Journal article
Neural Computing and Applications, 2016,Volume: 27,Issue: 1,Page: 79-92
Authors:  Wong P.K.;  Wong H.C.;  Vong C.M.;  Xie Z.;  Huang S.
Favorite |  | TC[WOS]:20 TC[Scopus]:24 | Submit date:2019/02/13
Air-ratio  Automotive Engine  Nonlinear Model Predictive Control  Online Sequential Extreme Learning Machine  
Imbalanced Learning for Air Pollution by Meta-Cognitive Online Sequential Extreme Learning Machine Journal article
Cognitive Computation, 2015,Volume: 7,Issue: 3,Page: 381-391
Authors:  Vong, Chi-Man;  Ip, Weng-Fai;  Chiu, Chi-Chong;  Wong, Pak-Kin
Favorite |  | TC[WOS]:14 TC[Scopus]:14 | Submit date:2018/11/06
Air Pollution  Meta-cognitive Strategy  Online Sequential Extreme Learning Machine (Os-elm)  Imbalance Data