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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 |  | TC[WOS]:2 TC[Scopus]:0 | Submit date:2018/10/30
Data stream mining  Decision trees  Meta-classifiers  Big data  
Incremental optimization mechanism for constructing a balanced very fast decision tree for big data Book chapter
出自: Innovative Research Methodologies in Management: Volume I: Philosophy, Measurement and Modelling, Cham:Palgrave Macmillan, 2017, 页码: 111-144
Authors:  Hang Yang;  Simon Fong
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/09
Robust high-dimensional bioinformatics data streams mining by ODR-ioVFDT Journal article
Scientific Reports, 2017,Volume: 7
Authors:  Dantong Wang;  Simon Fong;  Raymond K.Wong;  Sabah Mohammed;  Jinan Fiaidhi;  Kelvin K. L.Wong
Favorite |  | TC[WOS]:26 TC[Scopus]:11 | Submit date:2019/02/13
Real-time analysis of vital signs using incremental data stream mining techniques with a case study of ARDS under ICU treatment Journal article
Journal of Medical Imaging and Health Informatics, 2015,Volume: 5,Issue: 5,Page: 1108-1115
Authors:  Fong, Simon;  Siu, Shirley W. I.;  Zhou, Suzy;  Chan, Jonathan H.;  Mohammed, Sabah;  Fiaidhi, Jinan
Favorite |  | TC[WOS]:1 TC[Scopus]:2 | Submit date:2019/02/13
Data Stream Mining  Naïve Bayes  Optimized Very Fast Decision Tree  Support Vector Machine  Vital Signs Analysis  
Countering the concept-drift problems in big data by an incrementally optimized stream mining model Journal article
Journal of Systems and Software, 2014,Volume: 102,Page: 158-166
Authors:  Hang Yang;  Simon Fong
Favorite |  | TC[WOS]:12 TC[Scopus]:16 | Submit date:2019/02/13
Concept Drift  Data Stream Mining  Very Fast Decision Tree  
Incremental Optimization Mechanism for Constructing a Decision Tree in Data Stream Mining Journal article
Mathematical Problems in Engineering, 2013,Volume: 2013
Authors:  Hang Yang;  Simon Fong
Favorite |  | TC[WOS]:14 TC[Scopus]:17 | Submit date: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
Authors:  HANG YANG;  SIMON FONG
Favorite |  | TC[WOS]:0 TC[Scopus]:5 | Submit date:2019/02/13
Algorithms Performance Evaluation  Data Stream Mining  Decision Tree  
Stream Mining Dynamic Data by Using iOVFDT Journal article
Journal of Emerging Technologies in Web Intelligence, 2013,Volume: 5,Issue: 1,Page: 78-86
Authors:  Yang Hang;  Simon Fong
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2019/02/13
Classification  Stream Mining  Dynamic Data  
Incrementally Optimized Decision Tree for Mining Imperfect Data Streams Conference paper
Networked Digital Technologies, Dubai, UAE, April 24-26, 2012
Authors:  Hang Yang;  Simon Fong
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | 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
Data Warehousing and Knowledge Discovery, Vienna, Austria, September 3-6, 2012
Authors:  Hang Yang;  Simon Fong;  Yain-Whar Si
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2019/02/13
Decision Tree  Classification  Incremental Optimization  Stream Mining