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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  
Self-Adaptive Parameters Optimization for Incremental Classification in Big Data Using Neural Network Book chapter
出自: Big Data Applications and Use Cases:Springer, Cham, 2016, 页码: 175-196
作者:  Fong, Simon;  Fang, Charlie;  Tian, Neal;  Wong, raymond;  Yap, Bee Wah
收藏  |  浏览/下载:0/0  |  提交时间:2019/07/24
Neural Network  Incremental Machine Learning  Classification  Big Data  Parameter Optimization  
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 Methods for Detecting Outliers from Multivariate Data Stream Conference paper
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, AIA 2014, Innsbruck, Austria, February 17 – 19, 2014
作者:  Simon Fong;  Zhicong Luo;  Bee Wah Yap;  Suash Deb
收藏  |  浏览/下载:3/0  |  提交时间:2019/02/13
Data Stream Mining  Incremental Processing  Outlier Detection  
An Application of Oversampling, Undersampling, Bagging and Boosting in Handling Imbalanced Datasets Conference paper
Lecture Notes in Electrical Engineering:Proceedings of the First International Conference on Advanced Data and Information Engineering (DaEng-2013), Kuala Lumpur, Malaysia, Dec 16, 2013 - Dec 18, 2013
作者:  Bee Wah Yap;  Khatijahhusna Abd Rani;  Hezlin Aryani Abd Rahman;  Simon Fong;  Zuraida Khairudin;  Nik Nik Abdullah
收藏  |  浏览/下载:4/0  |  提交时间:2019/02/13
Bagging  Boosting  Imbalanced Data  Oversampling  Undersampling  
A Prediction Model for Forecasting the Trend of Macau Property Price Movements and Understanding the Influential Factors Journal article
Journal of Emerging Technologies in Web Intelligence, 2013,Volume: 5,Issue: 2,Page: 122-131
作者:  Simon Fong;  Yap Bee Wah
收藏  |  浏览/下载:6/0  |  提交时间:2019/02/13
Candr Tree  Data Mining  Multilayer Perception Model  Neural Network  Spss  Svm  Weka  
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