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Improving the Accuracy of Incremental Decision Tree Learning Algorithm via Loss Function Conference paper
Proceedings - 16th IEEE International Conference on Computational Science and Engineering, CSE 2013, Sydney, NSW, Australia, 3-5 Dec. 2013
作者:  Hang Yang;  Simon Fong
收藏  |  浏览/下载:3/0  |  提交时间:2019/02/13
Data Stream Mining  Decision Tree Classification  Hoeffding Tree  
Adaptive Forecasting of Earthquake Time Series by Incremental Decision Tree Algorithm Journal article
Information (Japan), 2013,Volume: 16,Issue: 12,Page: 8387-8395
作者:  Fong, Simon
收藏  |  浏览/下载:3/0  |  提交时间:2019/02/13
Adaptive Forecasting  Earthquake Prediction  Stream Mining  Time Series Forecasting  
Countering the Concept-drift Problem in Big Data Using iOVFDT Conference paper
Proceedings - 2013 IEEE International Congress on Big Data, BigData 2013, Santa Clara, CA, USA, 27 June-2 July 2013
作者:  Hang Yang;  Simon Fong
收藏  |  浏览/下载:4/0  |  提交时间:2019/02/13
Classification  Concept Drift  Data Stream Mining  Incremental Decision Tree  
Evaluation of Stream Mining Classifiers for Real-Time Clinical Decision Support System: A Case Study of Blood Glucose Prediction in Diabetes Therapy Journal article
BioMed Research International, 2013,Volume: 2013
作者:  Simon Fong;  Yang Zhang;  Jinan Fiaidhi;  Osama Mohammed;  Sabah Mohammed
收藏  |  浏览/下载:4/0  |  提交时间:2019/02/13
Opportunities and Challenges of Integrating Bio-Inspired Optimization and Data Mining Algorithms Book chapter
出自: Swarm Intelligence and Bio-Inspired Computation: Theory and Applications:ELSEVIER SCIENCE BV, SARA BURGERHARTSTRAAT 25, PO BOX 211, 1000 AE AMSTERDAM, NETHERLANDS, 2013, 页码: 385-402
作者:  Simon Fong
收藏  |  浏览/下载:4/0  |  提交时间:2019/02/13
Bio-inspired  Classification  Clustering  Data Mining  Feature Selection  Optimization  
Visualizing recent changes in Wikipedia Journal article
Science China Information Sciences, 2013,Volume: 56,Issue: 5,Page: 1-15
作者:  BIUK-AGHAI Robert P.;  CHAN Roy Chi Kit;  SI Yain-Whar;  FONG Simon
收藏  |  浏览/下载:6/0  |  提交时间:2019/02/13
Data Stream  Information Visualization  Recent Changes  Wiki  Wikipedia  
Incremental Optimization Mechanism for Constructing a Decision Tree in Data Stream Mining Journal article
Mathematical Problems in Engineering, 2013,Volume: 2013
作者:  Hang Yang;  Simon Fong
收藏  |  浏览/下载:4/0  |  提交时间:2019/02/13
Improving adaptability of decision tree for mining big data Journal article
New Mathematics and Natural Computation, 2013,Volume: 9,Issue: 1,Page: 77-95
作者:  HANG YANG;  SIMON FONG
收藏  |  浏览/下载:3/0  |  提交时间:2019/02/13
Algorithms Performance Evaluation  Data Stream Mining  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
作者:  Hang Yang;  Simon Fong;  Raymond Wong;  Guangmin Sun
收藏  |  浏览/下载:2/0  |  提交时间:2019/02/13
Stream Mining Dynamic Data by Using iOVFDT Journal article
Journal of Emerging Technologies in Web Intelligence, 2013,Volume: 5,Issue: 1,Page: 78-86
作者:  Yang Hang;  Simon Fong
收藏  |  浏览/下载:3/0  |  提交时间:2019/02/13
Classification  Dynamic Data  Stream Mining