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Optimized Very Fast Decision Tree with Balanced Classification Accuracy and Compact Tree Size Conference paper
Proceedings - 3rd International Conference on Data Mining and Intelligent Information Technology Applications, ICMIA 2011, Macao, China, 24-26 Oct. 2011
Authors:  Hang Yang;  Simon Fong
Favorite  |  View/Download:10/0  |  Submit date:2019/02/13
Incremental Optimization  Ovfdt  Stream Mining  Tree Pruning  Very Fast Decision Tree  
OVFDT with Functional Tree Leaf - Majority Class, Naive Bayes and Adaptive Hybrid Integrations Conference paper
Proceedings - 3rd International Conference on Data Mining and Intelligent Information Technology Applications, ICMIA 2011, Macao, China, 24-26 Oct. 2011
Authors:  Hang Yang;  Simon Fong
Favorite  |  View/Download:2/0  |  Submit date:2019/02/13
Moderated VFDT in Stream Mining Using Adaptive Tie Threshold and Incremental Pruning Conference paper
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Toulouse, France, August/September 2011
Authors:  Hang Yang;  Simon Fong
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Data Stream Mining  Hoeffding Bound  Incremental Pruning  
Adaptive QoS resource management by using hierarchical distributed classification for future generation networks Conference paper
Communications in Computer and Information Science, Ankara, TURKEY, JUN 26-28, 2011
Authors:  Simon Fong
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Hierarchical Classifiers  Qos  Resource Management  Stream-mining  
The six technical gaps between intelligent applications and real-time data mining: A critical review Journal article
Journal of Emerging Technologies in Web Intelligence, 2011,Volume: 3,Issue: 2,Page: 63-73
Authors:  Simon Fong;  Hang Yang
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Data Stream Mining  Intelligent Applications  Real-time Data Mining  
Aerial Root Classifiers for Predicting Missing Values in Data Stream Decision Tree Classification Conference paper
Proceedings of 2011 SIAM International Conference on Data Mining, Mesa, Arizona, U.S.A., April 28-30, 2011
Authors:  Hang, Yang;  Fong, Simon;  Chen, Wei
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Case-based and Stream-based Classification in Biomedical Application Conference paper
Proceedings of the IASTED International Conference Biomedical Engineering (Biomed 2011), Innsbruck, Austria, February 16 - 18, 2011
Authors:  Yang, Hang;  Simon Fong;  Andy Ip;  Sabah Mohammed
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Decision Tree  Stream Mining  Biomedical Classification  
Enabling Real-Time Business Intelligence by Stream Data Mining Book chapter
出自: New Fundamental Technologies in Data Mining:IntechOpen, 2011
Authors:  Fong, Simon;  Hang, Yang
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