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Lightweight feature selection methods based on standardized measure of dispersion for mining big data Conference paper
2016 IEEE International Conference on Computer and Information Technology (CIT), Nadi, Fiji, 8-10 Dec. 2016
Authors:  Simon Fong;  Robert P. Biuk-Aghai;  Yain-Whar Si
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Big Data  Classification  Feature Selection  
Using K-NN with weights to detect diabetes mellitus based on genetic algorithm feature selection Conference paper
Proceedings of the 2016 International Conference on Wavelet Analysis and Pattern Recognition, Jeju, 10-13 July 2016
Authors:  TING SHU;  BOB ZHANG;  Y. Y. TANG
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Diabetes Mellitus  Feature Selection  Genetic Algorithm  Gray-scale Histogram Features  K-nn With Weights  
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  
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  
Improving Classification Accuracy Using Fuzzy Clustering Coefficients of Variations (FCCV) Feature Selection Algorithm Conference paper
CINTI 2014 - 15th IEEE International Symposium on Computational Intelligence and Informatics, Proceedings, Budapest, Hungary, 19–21 November, 2014
Authors:  Simon Fong;  Justin Liang;  Yan Zhuang
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Classification  Feature Selection  Fuzzy Clustering  
A Scalable Data Stream Mining Methodology: Stream-Based Holistic Analytics and Reasoning in Parallel Conference paper
Proceedings - 2014 2nd International Symposium on Computational and Business Intelligence, ISCBI 2014, New Delhi, India, 7-8 Dec. 2014
Authors:  Simon Fong;  Yan Zhuang;  Raymond Wong;  Sabah Mohammed
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Cache-based Data Stream Classifier  Ccv Feature Selection  Data Stream Mining Methodology  Meta-heusristics  
A Novel Feature Selection by Clustering Coefficients of Variations Conference paper
2014 9th International Conference on Digital Information Management, ICDIM 2014, Phitsanulok, Thailand, 29 Sept.-1 Oct. 2014
Authors:  Simon Fong;  Justin Liang;  Raymond Wong;  Mojgan Ghanavati
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Classification  Data Mining  Feature Selection  
Swarm Search for Feature Selection in Classification Conference paper
Proceedings - 16th IEEE International Conference on Computational Science and Engineering, CSE 2013, Sydney, NSW, Australia, 3-5 Dec. 2013
Authors:  Simon Fong;  Xin-She Yang;  Suash Deb
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Classification  Feature Selection  Metaheuristic  
A noun-phrase chunking model based on SBCB ensemble learning algorithm Conference paper
Proceedings - 2012 International Conference on Machine Learning and Cybernetics, Xian, China, 15-17 July 2012
Authors:  Zhu L.;  Chao L.S.;  Wong D.F.;  Zeng X.-D.
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Ensemble Learning Algorithm  Feature Selection  Np Chunking  Shallow Parsing