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Solving the Under-Fitting Problem for Decision Tree Algorithms by Incremental Swarm Optimization in Rare-Event Healthcare Classification Journal article
Li, Jinyan, Fong, Simon, Mohammed, Sabah, Fiaidhi, Jinan, Chen, Qian, Tan, Zhen. Solving the Under-Fitting Problem for Decision Tree Algorithms by Incremental Swarm Optimization in Rare-Event Healthcare Classification[J]. Journal of Medical Imaging and Health Informatics, 2016, 6(4), 1102-1110.
Authors:  Li, Jinyan;  Fong, Simon;  Mohammed, Sabah;  Fiaidhi, Jinan;  Chen, Qian; et al.
Favorite | TC[WOS]:14 TC[Scopus]:17  IF:0.659/0.660 | Submit date：2019/02/13
Decision Tree  Imbalanced Healthcare Dataset  Incremental Swarm Optimization  Swarm Intelligence Algorithm  
Countering the Concept-drift Problem in Big Data Using iOVFDT Conference paper
Hang Yang, Simon Fong. Countering the Concept-drift Problem in Big Data Using iOVFDT[C]:IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA, 2013, 126-132.
Authors:  Hang Yang;  Simon Fong
Favorite | TC[WOS]:12 TC[Scopus]:16 | Submit date：2019/02/13
Data Stream Mining  Concept Drift  Incremental Decision Tree  Classification  
Incrementally Optimized Decision Tree for Mining Imperfect Data Streams Conference paper
Hang Yang, Simon Fong. Incrementally Optimized Decision Tree for Mining Imperfect Data Streams[C]:Springer, Berlin, Heidelberg, 2012, 281-296.
Authors:  Hang Yang;  Simon Fong
Favorite | TC[Scopus]:3 | Submit date：2019/02/13
Data Stream Mining  Decision Tree Classification  Optimized Very Fast Decision Tree  Incremental Optimization  
Multi-objective Optimization for Incremental Decision Tree Learning Conference paper
Hang Yang, Simon Fong, Yain-Whar Si. Multi-objective Optimization for Incremental Decision Tree Learning[C], 2012, 217-228.
Authors:  Hang Yang;  Simon Fong;  Yain-Whar Si
Favorite | TC[Scopus]:4 | Submit date：2019/02/13
Decision Tree  Classification  Incremental Optimization  Stream Mining  
Incrementally Optimized Decision Tree for Noisy Big Data Conference paper
Hang Yang, Simon Fong. Incrementally Optimized Decision Tree for Noisy Big Data[C], New York, NY, USA:ACM, 2012, 36-44.
Authors:  Hang Yang;  Simon Fong
Favorite | TC[Scopus]:34 | Submit date：2019/02/13
Data Stream Mining  Decision Tree Classification  Optimized Very Fast Decision Tree  Incremental Optimization  
Attribute Overlap Minimization and Outlier Elimination as Dimensionality Reduction Techniques for Text Classification Algorithms Journal article
Simon Fong, Antonio Cerone. Attribute Overlap Minimization and Outlier Elimination as Dimensionality Reduction Techniques for Text Classification Algorithms[J]. Journal of Emerging Technologies in Web Intelligence, 2012, 4(3), 259-263.
Authors:  Simon Fong;  Antonio Cerone
Favorite | TC[Scopus]:4 | Submit date：2019/02/13
Data Stream Mining  Optimized Very Fast Decision Tree  Incremental Optimization  
Optimized Very Fast Decision Tree with Balanced Classification Accuracy and Compact Tree Size Conference paper
Hang Yang, Simon Fong. Optimized Very Fast Decision Tree with Balanced Classification Accuracy and Compact Tree Size[C]:IEEE, 2011, 57-64.
Authors:  Hang Yang;  Simon Fong
Favorite |  | Submit date：2019/02/13
Incremental Optimization  Ovfdt  Stream Mining  Tree Pruning  Very Fast Decision Tree  
An incremental decision tree learning methodology regarding attributes in medical data mining Conference paper
Chao S., Wong F.. An incremental decision tree learning methodology regarding attributes in medical data mining[C], 2009, 1694-1699.
Authors:  Chao S.;  Wong F.
Favorite | TC[WOS]:14 TC[Scopus]:31 | Submit date：2018/12/24
Decision Tree  Incremental Learning  Learning Regarding Attributes  Medical Data Mining