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Intensity and Stationarity Analysis of Land Use Change Based on CART Algorithm Journal article
SCIENTIFIC REPORTS, 2019,Volume: 9
Authors:  Sang, X;  Guo, QZ;  Wu, XX;  Fu, Y;  Xie, TY;  He, CW;  Zang, JL
Favorite | View/Download:5/0 | TC[WOS]:5 TC[Scopus]:7 | Submit date:2020/01/09
Framework of Temporal Data Stream Mining by Using Incrementally Optimized Very Fast Decision Forest Journal article
INTERNET OF THINGS AND BIG DATA ANALYTICS TOWARD NEXT-GENERATION INTELLIGENCE, 2018,Volume: 30,Page: 483-502
Authors:  Fong, Simon;  Song, Wei;  Wong, Raymond;  Bhatt, Chintan;  Korzun, Dmitry;  Dey, N;  Hassanien, AE;  Bhatt, C;  Ashour, AS;  Satapathy, SC
Favorite | View/Download:299/0 | TC[WOS]:2 TC[Scopus]:0 | Submit date:2018/10/30
Data stream mining  Decision trees  Meta-classifiers  Big data  
Big data mining algorithms for fog computing Conference paper
ACM International Conference Proceeding Series
Authors:  Fong S.
Favorite | View/Download:7/0 | TC[WOS]:1 TC[Scopus]:1 | Submit date:2019/02/13
Computer network security  Security threats  SME  
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
Favorite | View/Download:22/0 | TC[WOS]:11 TC[Scopus]:16 | Submit date:2018/10/30
Multi-class Classification  Listing-status Prediction  Decision Tree C4.5  Decision Tree C5.0  
Solving the Under-Fitting Problem for Decision Tree Algorithms by Incremental Swarm Optimization in Rare-Event Healthcare Classification Journal article
Journal of Medical Imaging and Health Informatics, 2016,Volume: 6,Issue: 4,Page: 1102-1110
Authors:  Li, Jinyan;  Fong, Simon;  Mohammed, Sabah;  Fiaidhi, Jinan;  Chen, Qian;  Tan, Zhen
Favorite | View/Download:12/0 | TC[WOS]:7 TC[Scopus]:9 | Submit date:2019/02/13
Decision Tree  Imbalanced Healthcare Dataset  Incremental Swarm Optimization  Swarm Intelligence Algorithm  
A decision-making framework for precision marketing Journal article
Expert Systems with Applications, 2015,Volume: 42,Issue: 7,Page: 3357-3367
Authors:  ZhenYou;  Yain-Whar Si;  Defu Zhang;  XiangXiang Zeng;  Stephen C.H. Leung;  Tao Li
Favorite | View/Download:25/0 | TC[WOS]:19 TC[Scopus]:29 | Submit date:2019/02/14
Data Mining  Decision Tree  Decision-making  Forecasting  Precision Marketing  
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:6/0 | TC[WOS]:0 TC[Scopus]:1 | Submit date:2019/02/13
C4.5  Classification  Data Mining  Fuzzy C4.5  
Countering the concept-drift problems in big data by an incrementally optimized stream mining model Journal article
Journal of Systems and Software, 2015,Volume: 102,Page: 158-166
Authors:  Hang Yang;  Simon Fong
Favorite | View/Download:12/0 | TC[WOS]:12 TC[Scopus]:16 | Submit date:2019/02/13
Concept Drift  Data Stream Mining  Very Fast Decision Tree  
Optimizing Classification Decision Trees by Using Weighted Naïve Bayes Predictors to Reduce the Imbalanced Class Problem in Wireless Sensor Network Journal article
International Journal of Distributed Sensor Networks, 2013,Volume: 2013
Authors:  Hang Yang;  Simon Fong;  Raymond Wong;  Guangmin Sun
Favorite | View/Download:10/0 | TC[WOS]:4 TC[Scopus]:6 | Submit date:2019/02/13
Graph Mining: A Survey of Graph Mining Techniques Conference paper
7th International Conference on Digital Information Management, ICDIM 2012, Macau, China, 22-24 Aug. 2012
Authors:  Saif Ur Rehman;  Asmat Ullah Khan;  Simon Fong
Favorite | View/Download:10/0 | TC[WOS]:0 TC[Scopus]:13 | Submit date:2019/02/13
Data Mining  Frequent Graphs  Graph Mining  Sub Graphs