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An Improved Artificial Bee Colony Algorithm with its Application Journal article
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2019,Volume: 15,Issue: 4,Page: 1853--1865
Authors:  Gao, Hao;  Shi, Yujiao;  Pun, Chi-Man;  Kwong, Sam
Favorite  |  View/Download:48/0  |  Submit date:2019/05/21
Artificial Bee Colony  Convergence Speed  Global Search  Infinite Impulse Response System  Metallographic Images Segmentation  Otsu Method  
Tackling class overlap and imbalance problems in software defect prediction Journal article
SOFTWARE QUALITY JOURNAL, 2018,Volume: 26,Issue: 1,Page: 97-125
Authors:  Chen, Lin;  Fang, Bin;  Shang, Zhaowei;  Tang, Yuanyan
Favorite  |  View/Download:10/0  |  Submit date:2018/10/30
Software Defect Prediction  Class Imbalance  Class Overlap  Machine Learning  
DAlim: Machine learning based intelligent lucky money determination for large-scale E-commerce businesses Conference paper
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Hangzhou, Zhejiang, China, Nov 12-15, 2018
Authors:  Fu M.;  Wong C.M.;  Zhu H.;  Huang Y.;  Li Y.;  Zheng X.;  Wu J.;  Yang J.;  Vong C.M.
Favorite  |  View/Download:6/0  |  Submit date:2019/02/14
Data Mining  E-commerce  Lucky Money  Machine Learning  Price Optimization  Price Prediction  
Extreme Learning Machine for Huge Hypotheses Re-ranking in Statistical Machine Translation Journal article
COGNITIVE COMPUTATION, 2017,Volume: 9,Issue: 2,Page: 285-294
Authors:  Liu, Yan;  Vong, Chi Man;  Wong, Pak Kin
Favorite  |  View/Download:10/0  |  Submit date:2018/10/30
Re-ranking  Extreme Learning Machine  Scaled Sorted Classification Re-ranking  Statistical Machine Translation  
Adaptive Control of Vehicle Yaw Rate with Active Steering System and Extreme Learning Machine Conference paper
Proceedings of ELM, Yatai, China, 4-7 October
Authors:  Pak Kin Wong;  Wei Huang;  Ka In Wong;  Chi Man Vong
Favorite  |  View/Download:11/0  |  Submit date:2019/04/11
Adaptive Elm Control  Active Steering  Vehicle Yaw Rate Control  
GOBoost: G-mean optimized boosting framework for class imbalance learning Conference paper
Proceedings of the World Congress on Intelligent Control and Automation (WCICA), Guilin, China, 12-15 June 2016
Authors:  Yang Lu;  Yiu-ming Cheung;  Yuan Yan Tang
Favorite  |  View/Download:21/0  |  Submit date:2019/02/11
An efficient image segmentation method based on a hybrid particle swarm algorithm with learning strategy Journal article
Information Sciences, 2016,Volume: 369,Page: 500-521
Authors:  Gao H.;  Pun C.-M.;  Kwong S.
Favorite  |  View/Download:4/0  |  Submit date:2019/02/14
Exchange Method  Learning Item  Particle Swarm Optimization  Threshold Image Segmentation  
Hybrid Sampling with Bagging for Class Imbalance Learning Conference paper
Lecture Notes in Computer Science (ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING), Univ Auckland, Auckland, NEW ZEALAND, APR 19-22, 2016
Authors:  Yang Lu;  Yiu-ming Cheung;  Yuan Yan Tang
Favorite  |  View/Download:4/0  |  Submit date:2019/02/11
Class Imbalance Learning  Ensemble Method  Hybrid Sampling  Sampling Method  
The Generalization Ability of SVM Classification Based on Markov Sampling Journal article
IEEE Transactions on Cybernetics, 2015,Volume: 45,Issue: 6,Page: 1169-1179
Authors:  Jie Xu;  Yuan Yan Tang,;  Bin Zou;  Zongben Xu;  Luoqing Li;  Yang Lu;  Baochang Zhang
Favorite  |  View/Download:2/0  |  Submit date:2019/02/11
Generalization Ability  Learning Rate  Markov Sampling  Support Vector Machine Classification (Svmc)  
The Generalization Ability of Online SVM Classification Based on Markov Sampling Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2015,Volume: 26,Issue: 3,Page: 628-639
Authors:  Jie Xu;  Yuan Yan Tang;  Bin Zou;  Zongben Xu;  Luoqing Li;  Yang Lu
Favorite  |  View/Download:1/0  |  Submit date:2019/04/30
Generalization Ability  Markov Sampling  Online Support Vector Machine (Svm) Classification  Uniformly Ergodic Markov Chain (U.e.m.c.)