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Feature Selection Methods: Case of Filter and Wrapper Approaches for Maximising Classification Accuracy Journal article
Pertanika Journal of Science and Technology, 2018,Volume: 26,Issue: 1,Page: 329-340
作者:  Yap Bee Wah;  Nurain Ibrahim;  Hamzah Abdul Hamid;  Shuzlina Abdul-Rahman;  Simon Fong
收藏  |  浏览/下载:8/0  |  提交时间:2019/02/13
Feature Selection Methods  Filter Method  Logistic Regression  Simulation  Wrapper Method  
A Lightweight Data Preprocessing Strategy with Fast Contradiction Analysis for Incremental Classifier Learning Journal article
Mathematical Problems in Engineering, 2015,Volume: 2015
作者:  Simon Fong;  Robert P. Biuk-Aghai;  Yain-whar Si;  Bee Wah Yap
收藏  |  浏览/下载:11/0  |  提交时间:2019/02/13
Incremental Learning Algorithms for Fast Classification in Data Stream Conference paper
Proceedings - 2013 International Symposium on Computational and Business Intelligence, ISCBI 2013, New Delhi, India, 24-26 Aug. 2013
作者:  Simon Fong;  Zhicong Luo;  Bee Wah Yap
收藏  |  浏览/下载:2/0  |  提交时间:2019/02/13
Classification  Data Mining  Incremental Learning  Lightweight Processing  Oulier Dectction  
Predicting car purchase intent using data mining approach Conference paper
Proceedings - 2011 8th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2011, Shanghai, China, 26-28 July 2011
作者:  Yap Bee Wah;  Nor Huwaina Ismail;  Simon Fong
收藏  |  浏览/下载:2/0  |  提交时间:2019/02/13
Classification  Data Mining  Decision Tree  Logistic Regression  Predictive Modeling