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Predicting unusual energy consumption events from smart home sensor network by data stream mining with misclassified recall Journal article
Journal of Ambient Intelligence and Humanized Computing, 2018,Volume: 9,Issue: 4,Page: 1197-1221
Authors:  Simon Fong;  Jiaxue Li;  Wei Song;  Yifei Tian;  Raymond K. Wong;  Nilanjan Dey
Favorite |  | TC[WOS]:16 TC[Scopus]:32 | Submit date:2018/10/30
Iot Smart Home  Energy Prediction  Data Stream Mining  Classification  
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
On recognizing abnormal human behaviours by data stream mining with misclassified recalls Conference paper
WWW '17 Companion: Proceedings of the 26th International Conference on World Wide Web Companion, Perth, 3 April, 2017- 7 April, 2017
Authors:  Simon Fong;  Shimin Hu;  Wei Song;  Kyungeun Cho;  Raymond K. Wong;  Sabah Mohammed
Favorite |  | TC[WOS]:0 TC[Scopus]:3 | Submit date:2019/02/13
Human Activity Recognition  Data Stream Mining  Classification  
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]:24 TC[Scopus]:11 | Submit date:2019/02/13
Improvised Methods for Tackling Big Data Stream Mining Challenges: Case Study of Human Activity Recognition Journal article
JOURNAL OF SUPERCOMPUTING, 2016,Volume: 72,Issue: 10,Page: 3927-3959
Authors:  Simon Fong;  Kexing Liu;  Kyungeun Cho;  Raymond Wong;  Sabah Mohammed;  Jinan Fiaidhi
Favorite |  | TC[WOS]:4 TC[Scopus]:6 | Submit date:2019/05/15
Data Stream Mining  Big Data  Very Fast Decision Tree  Resampling  Sensor Data  
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  
Performance evaluation of incremental decision tree learning under noisy data streams Journal article
International Journal of Computer Applications in Technology, 2013,Volume: 47,Issue: 2-3,Page: 206-214
Authors:  Hang Yang;  Simon Fong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/02/13
Big Data  Data Streams  Classification Models  Decision Trees  Noisy Data  Performance Evaluation  Incremental Learning  Multi–objective Optimisation  
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