UM

Browse/Search Results:  1-9 of 9 Help

Selected(0)Clear Items/Page:    Sort:
Incremental optimization mechanism for constructing a balanced very fast decision tree for big data Book
2017
Authors:  Yang H.;  Fong S.
Favorite | View/Download:7/0 | TC[WOS]:0 TC[Scopus]:1 | Submit date:2019/02/13
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:13/0 | TC[WOS]:7 TC[Scopus]:9 | Submit date:2019/02/13
Decision Tree  Imbalanced Healthcare Dataset  Incremental Swarm Optimization  Swarm Intelligence Algorithm  
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
Authors:  Hang Yang;  Simon Fong
Favorite | View/Download:4/0 | TC[WOS]:3 TC[Scopus]:4 | Submit date:2019/02/13
Data Stream Mining  Decision Tree Classification  Hoeffding Tree  
Incrementally Optimized Decision Tree for Mining Imperfect Data Streams Conference paper
Communications in Computer and Information Science, Dubai, UAE, April 24-26, 2012
Authors:  Hang Yang;  Simon Fong
Favorite | View/Download:7/0 | TC[WOS]:0 TC[Scopus]:2 | Submit date:2019/02/13
Data Stream Mining  Decision Tree Classification  Incremental Optimization  Optimized Very Fast Decision Tree  
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
Favorite | View/Download:6/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/07/25
Investigating the impact of bursty traffic on Hoeffding Tree Algorithm in stream mining over internet Conference paper
Proceedings - 2nd International Conference on Evolving Internet, Internet 2010, 1st International Conference on Access Networks, Services and Technologies, Access 2010, Valcencia, Spain, 20-25 Sept. 2010
Authors:  Yang Hang;  Simon Fong
Favorite | View/Download:15/0 | TC[WOS]:0 TC[Scopus]:7 | Submit date:2019/02/13
Bursty Stream  Hoeffding Tree Algorithm  Real-time Application  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:12/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/02/13
Data Stream Mining  Decision Tree  Hoeffding Tree Algorithm  Java Simulator  Noise Data  
Stream mining over fluctuating network traffic at variable data rates 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:10/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/02/13
Component  Hoeffding Tree Algorithm  Internet Traffic  Real Time Application  Real Time Constraint  Stream Mining  
Evaluating hoeffding tree algorithm in real-time web applications environment Conference paper
Proceedings of 2nd international Conference on IT & Business Intelligence (ITBI-10), Nagpur, Tamil Nadu, India, 2010-11
Authors:  Yang, Hang;  Fong, Simon
Favorite | View/Download:21/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/07/25
Stream Mining  Hoeffding Tree Algorithm  Real-time Constraints  Real-time Business Intelligence