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Predicting the listing statuses of Chinese-listed companies using decision trees combined with an improved filter feature selection method Journal article
KNOWLEDGE-BASED SYSTEMS, 2017,Volume: 128,Page: 93-101
Authors:  Ligang Zhou;  Yain-Whar Si;  Hamido Fujita
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Multi-class Classification  Listing-status Prediction  Decision Tree C4.5  Decision Tree C5.0  
A Comparative Analysis of Pruning Methods for C4.5 and Fuzzy C4.5 Conference paper
Frontiers in Artificial Intelligence and Applications, Univ Macau, Macao, PEOPLES R CHINA, FEB 12, 2015
Authors:  Naseer T.;  Asghar S.;  Zhuang Y.;  Fong S.
Favorite  |  View/Download:3/0  |  Submit date:2019/02/13
C4.5  Classification  Data Mining  Fuzzy C4.5  
Multi-objective Optimization for Incremental Decision Tree Learning Conference paper
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vienna, Austria, September 3-6, 2012
Authors:  Hang Yang;  Simon Fong;  Yain-Whar Si
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Classification  Decision Tree  Incremental Optimization  Stream Mining  
An experimental comparison of decision trees in traditional data mining and data stream mining Conference paper
Proc. - 6th Intl. Conference on Advanced Information Management and Service, IMS2010, with ICMIA2010 - 2nd International Conference on Data Mining and Intelligent Information Technology Applications, Seoul, South Korea, 30 Nov.-2 Dec. 2010
Authors:  Yang Hang;  Simon Fong
Favorite  |  View/Download:3/0  |  Submit date:2019/02/13
Data Stream Mining  Decision Tree  Hoeffding Tree Algorithm  Java Simulator  Noise Data  
Multi-stage decision tree based on inter-class and inner-class margin of SVM Conference paper
Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
Authors:  Lu M.;  Chen C.L.P.;  Huo J.;  Wang X.
Favorite  |  View/Download:2/0  |  Submit date:2019/02/11
Inner-class margin  Inter-class margin  Multi-stage decision tree  SVM