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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
Authors:  Yap Bee Wah;  Nurain Ibrahim;  Hamzah Abdul Hamid;  Shuzlina Abdul-Rahman;  Simon Fong
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Feature Selection Methods  Filter Method  Logistic Regression  Simulation  Wrapper Method  
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
Authors:  Khan, Aunsia;  Liu, Lian-Sheng;  Usman, Muhammad;  Fong, Simon
Favorite  |  View/Download:7/0  |  Submit date:2019/02/13
Alzheimer's Disease  Computer Aided Diagnosis  Machine Learning  
Gene-network-based feature set (GNFS) for expression-based cancer classification Journal article
Journal of Medical Imaging and Health Informatics, 2016,Volume: 6,Issue: 4,Page: 1093-1101
Authors:  Doungpan N.;  Engchuan W.;  Meechai A.;  Fong S.;  Chan J.H.
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Breast cancer  Classification  Colorectal cancer  Feature selection  Gene expression analysis  Gene network  Gene set  Lung cancer  
Exploring the Feature Selection-Based Data Analytics Solutions for Text Mining Online Communities by Investigating the Influential Factors: A Case Study of Programming CQA in Stack Overflow Book chapter
出自: Big Data Applications and Use Cases:Springer, Cham, 2016, 页码: 49-93
Authors:  zhou, Shu;  Fong, Simon
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Community Question Answering (Cqa)  Classification  Feature Section  Text Analytics  Data Mining  
Optimized Swarm Search-Based Feature Selection for Text Mining in Sentiment Analysis Conference paper
Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015, Atlantic City, NJ, USA, 14-17 Nov. 2015
Authors:  Simon Fong;  Elisa Gao;  Raymond Wong
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Classification  Feature Selection  Swarm Search  
Accelerated PSO Swarm Search Feature Selection for Data Stream Mining Big Data Journal article
IEEE Transactions on Services Computing, 2016,Volume: 9,Issue: 1,Page: 33
Authors:  Simon Fong;  Raymond Wong;  Athanasios V. Vasilakos
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Big Data  Classification  Feature Selection  Metaheuristics  Particle Swarm Optimization  Swarm Intelligence  
Text Analytics for Predicting Question Acceptance Rates Journal article
IT Professional, 2015,Volume: 17,Issue: 4,Page: 34-41
Authors:  Fong, Simon;  Zhou, Suzy;  Moutinho, Luiz
Favorite  |  View/Download:8/0  |  Submit date:2018/11/06
Finding significant factors on world ranking of e-governments by feature selection methods over KPIs Conference paper
Communications in Computer and Information Science-SCDS 2015: Soft Computing in Data Science, Putrajaya, MALAYSIA, SEP 02-03, 2015
Authors:  Simon Fong;  Yan Zhuang;  Huilong Luo;  Kexing Liu;  Gia Kim
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Analytics  Data Mining  E-government  Feature Selection  Principle Of Component Analysis  Ranking  
Classifying Forum Questions Using PCA and Machine Learning for Improving Online CQA Conference paper
Communications in Computer and Information Science-SCDS 2015: Soft Computing in Data Science, Putrajaya, MALAYSIA, SEP 02-03, 2015
Authors:  Simon Fong;  Yan Zhuang;  Kexing Liu;  Shu Zhou
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Business Intelligence  Community Question Answering  Machine Learning  Principal Component Analysis  
A Lightweight Data Preprocessing Strategy with Fast Contradiction Analysis for Incremental Classifier Learning Journal article
Mathematical Problems in Engineering, 2015,Volume: 2015
Authors:  Simon Fong;  Robert P. Biuk-Aghai;  Yain-whar Si;  Bee Wah Yap
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