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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
作者:  Vong, Chi-Man;  Du, Jie;  Wong, Chi-Man;  Cao, Jiu-Wen
收藏  |  浏览/下载:7/0  |  提交时间:2019/01/17
Dynamic changing distribution  extreme learning machine  imbalance class distribution  multiclass imbalance learning  online sequential learning  
Tackling class overlap and imbalance problems in software defect prediction Journal article
SOFTWARE QUALITY JOURNAL, 2018,Volume: 26,Issue: 1,Page: 97-125
作者:  Chen, Lin;  Fang, Bin;  Shang, Zhaowei;  Tang, Yuanyan
收藏  |  浏览/下载:9/0  |  提交时间:2018/10/30
Software Defect Prediction  Class Imbalance  Class Overlap  Machine Learning  
Post-boosting of classification boundary for imbalanced data using geometric mean Journal article
NEURAL NETWORKS, 2017,Volume: 96,Page: 101-114
作者:  Du, Jie;  Vong, Chi-Man;  Pun, Chi-Man;  Wong, Pak-Kin;  Ip, Weng-Fai
收藏  |  浏览/下载:33/0  |  提交时间:2018/10/30
Imbalance Learning  Boosting  Weighted Elm  Smote  
Early Diagnosis of Alzheimer Disease Using Instance-Based Learning Techniques Journal article
Journal of Medical Imaging and Health Informatics, 2016,Volume: 6,Issue: 4,Page: 1111-1118
作者:  Khan, Aunsia;  Liu, Lian-Sheng;  Usman, Muhammad;  Fong, Simon
收藏  |  浏览/下载:6/0  |  提交时间:2019/02/13
Alzheimer's Disease  Computer Aided Diagnosis  Machine Learning  
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
作者:  Vong, Chi-Man;  Ip, Weng-Fai;  Chiu, Chi-Chong;  Wong, Pak-Kin
收藏  |  浏览/下载:8/0  |  提交时间:2018/11/06
Air Pollution  Meta-cognitive Strategy  Online Sequential Extreme Learning Machine (Os-elm)  Imbalance Data  
Predicting minority class for suspended particulate matters level by extreme learning machine Journal article
Neurocomputing, 2014,Volume: 128,Page: 136
作者:  Vong C.-M.;  Ip W.-F.;  Wong P.-K.;  Chiu C.-C.
收藏  |  浏览/下载:8/0  |  提交时间:2018/10/30
Extreme Learning Machine (Elm)  Imbalance Problem  Pm10  Prior Duplication  Support Vector Machine (Svm)  
In silico prediction of toxic action mechanisms of phenols for imbalanced data with Random Forest learner Journal article
Journal of Molecular Graphics and Modelling, 2012,Volume: 35,Page: 21-27
作者:  Jing Chen;  Yuan Yan Tang;  Bin Fang;  Chang Guo
收藏  |  浏览/下载:6/0  |  提交时间:2019/02/11
Cost-sensitive  Phenols  Qsar  Random Forest  Toxic Action Mechanisms