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Kennard-Stone Balance Algorithm for Time-series Big Data Stream Mining Conference paper
IEEE International Conference on Data Mining Workshops, ICDMW, Sorrento, Italy, 17-20 Nov. 2020
Authors:  Tengyue Li;  Simon Fong;  Yaoyang Wu;  Antonio J. Tallón-Ballesteros
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Transcriptome analysis of peripheral whole blood identifies crucial lncRNAs implicated in childhood asthma Journal article
BMC Medical Genomics, 2020,Volume: 13,Issue: 1
Authors:  Zheng P.;  Huang C.;  Leng D.;  Sun B.;  Zhang X.D.
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Childhood Asthma  Deep Rna-sequencing  Long Non-coding Rnas  Transcriptome  
A clustering based variable sub-window approach using particle swarm optimisation for biomedical sensor data monitoring Journal article
Enterprise Information Systems, 2019,Volume: 15,Issue: 1,Page: 15-35
Authors:  Kun Lan;  Simon Fong;  Lian-Sheng Liu;  Raymond K. Wong;  Nilanjan Dey;  Richard C. Millham;  Kelvin K.L. Wong
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2021/03/09
Data Stream Mining  Biomedical Healthcare  Sensor  Pre-processing  Metaheuristics  Adaptive Windowing  
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, Durban, South Africa, 8-9 March 2018
Authors:  Bin Bin Ma;  Simon Fong;  Richard Millham
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Fog Computing  Internet Of Things  Data Mining  Data Analytics  Gas Sensor  
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]:33 | Submit date:2018/10/30
Iot Smart Home  Energy Prediction  Data Stream Mining  Classification  
Big data mining algorithms for fog computing Conference paper
BDIOT2017: Proceedings of the International Conference on Big Data and Internet of Thing, London United Kingdom, 20 December, 2017- 22 December, 2017
Authors:  Simon Fong
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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, 2017,Volume: 9,Issue: 10
Authors:  Kun Lan;  Simon Fong;  Wei Song;  Athanasios V. Vasilakos;  Richard C. Millham
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Data Stream Pre-processing  Self-adaptive Segmentation  Clustering-based Particle Swarm Optimization (Cpso)  Internet Of Things (Iot) Datasets  
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
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Incrementally Optimized Decision Tree for Noisy Big Data Conference paper
BigMine '12: Proceedings of the 1st International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications, Beijing, China, August 12, 2012
Authors:  Hang Yang;  Simon Fong
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Data Stream Mining  Decision Tree Classification  Optimized Very Fast Decision Tree  Incremental Optimization  
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
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Data Stream Mining  Optimized Very Fast Decision Tree  Incremental Optimization