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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:  Fong, Simon;  Li, Jiaxue;  Song, Wei;  Tian, Yifei;  Wong, Raymond K.;  Dey, Nilanjan
Favorite  |  View/Download:17/0  |  Submit date:2018/10/30
IoT smart home  Energy prediction  Data stream mining  Classification  
Data stream mining in fog computing environment with feature selection using ensemble of swarm search algorithms Conference paper
2018 Conference on Information Communications Technology and Society, ICTAS 2018 - Proceedings
Authors:  Ma B.B.;  Fong S.;  Millham R.
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Data Analytics  Data mining  Fog computing  Gas Sensor  Internet of Things  
Big data mining algorithms for fog computing Conference paper
ACM International Conference Proceeding Series
Authors:  Fong S.
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Computer network security  Security threats  SME  
Self-Adaptive Pre-Processing Methodology for Big Data Stream Mining in Internet of Things Environmental Sensor Monitoring Journal article
SYMMETRY-BASEL, 2017,Volume: 9,Issue: 10
Authors:  Lan, Kun;  Fong, Simon;  Song, Wei;  Vasilakos, Athanasios V.;  Millham, Richard C.
Favorite  |  View/Download:5/0  |  Submit date:2018/10/30
data stream pre-processing  self-adaptive segmentation  clustering-based particle swarm optimization (CPSO)  Internet of Things (IoT) datasets  
Self-adaptive pre-processing methodology for big data stream mining in internet of things environmental sensor monitoring Journal article
Symmetry, 2017,Volume: 9,Issue: 10
Authors:  Lan K.;  Fong S.;  Song W.;  Vasilakos A.V.;  Millham R.C.
Favorite  |  View/Download:0/0  |  Submit date:2019/02/13
Clustering-based particle swarm optimization (CPSO)  Data stream pre-processing  Internet of Things (IoT) datasets  Self-adaptive segmentation  
Classifying Sonar Signals Using an Incremental Data Stream Mining Methodology with Conflict Analysis Conference paper
Advances in Intelligent Systems and Computing, Trivandrum, India, MAR 13-15, 2014
Authors:  Fong, Simon;  Deb, Suash;  Thampi, Sabu
Favorite  |  View/Download:5/0  |  Submit date:2018/11/06
Incrementally Optimized Decision Tree for Noisy Big Data Conference paper
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Beijing, China, August 12 - 12, 2012
Authors:  Hang Yang;  Simon Fong
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Data Stream Mining  Decision Tree Classification  Incremental Optimization  Optimized Very Fast Decision Tree  
Attribute Overlap Minimization and Outlier Elimination as Dimensionality Reduction Techniques for Text Classification Algorithms Journal article
Journal of Emerging Technologies in Web Intelligence, 2012,Volume: 4,Issue: 3,Page: 259-263
Authors:  Simon Fong;  Antonio Cerone
Favorite  |  View/Download:3/0  |  Submit date:2019/02/13
Data Stream Mining  Incremental Optimization  Optimized Very Fast Decision Tree