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Dynamic group optimisation algorithm for training feed-forward neural networks Journal article
NEUROCOMPUTING, 2018,Volume: 314,Page: 1-19
Authors:  Rui Tang;  Simon Fong;  Suash Deb;  Athanasios V. Vasilakos;  Richard C Millham
Favorite |  | TC[WOS]:12 TC[Scopus]:11 | Submit date:2018/10/30
Dynamic Group Optimisation Algorithm  Metaheuristic Algorithm  Neural Network  
Energy-aware cluster reconfiguration algorithm for the big data analytics platform spark Journal article
Sustainability (Switzerland), 2017,Volume: 9,Issue: 12
Authors:  Kairong Duan;  Simon Fong;  Wei Song;  Athanasios V. Vasilakos;  Raymond Wong
Favorite |  | TC[WOS]:2 TC[Scopus]:3 | Submit date:2019/02/13
Cloud Computing  Sustainable Computing  Spark  
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
Favorite |  | TC[WOS]:7 TC[Scopus]:7 | Submit date:2019/02/13
Data Stream Pre-processing  Self-adaptive Segmentation  Clustering-based Particle Swarm Optimization (Cpso)  Internet Of Things (Iot) Datasets  
Normalized Cross-Match: Pattern Discovery Algorithm from Biofeedback Signals Conference paper
TRENDS AND APPLICATIONS IN KNOWLEDGE DISCOVERY AND DATA MINING (PAKDD 2016), Auckland, New Zealand, April 19, 2016
Authors:  Xueyuan Gong;  Simon Fong;  Yain-Whar Si;  Robert P. Biuk-Aghai;  Raymond K. Wong;  Athanasios V. Vasilakos
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2019/02/13
Pattern Discovery  Crossmatch  Ncm  Time-series Streams  
Discovering sub-patterns from time series using a normalized cross-match algorithm Journal article
Journal of Supercomputing, 2016,Volume: 72,Issue: 10,Page: 3850-3867
Authors:  Xueyuan Gong;  Simon Fong;  Raymond K. Wong;  Sabah Mohammed;  Jinan Fiaidhi;  Athanasios V. Vasilakos
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2019/02/13
Pattern Discovery  Crossmatch  Ncm  Data Streams  Time Series  
Advances of applying metaheuristics to data mining techniques Book chapter
出自: Improving Knowledge Discovery through the Integration of Data Mining Techniques:IGI Global, 2015, 页码: 75-103
Authors:  Simon Fong;  Jinyan Li;  Xueyuan Gong;  Athanasios V. Vasilakos
Favorite |  | TC[WOS]:0 TC[Scopus]:3 | Submit date:2019/02/13
Comparative study of incremental learning algorithms in multidimensional outlier detection on data stream Book chapter
出自: Improving Knowledge Discovery through the Integration of Data Mining Techniques:IGI Global, 2015, 页码: 54-73
Authors:  Simon Fong;  Dong Han;  Athanasios V. Vasilakos
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/02/13
Accelerated PSO Swarm Search Feature Selection for Data Stream Mining Big Data Journal article
IEEE Transactions on Services Computing, 2015,Volume: 9,Issue: 1,Page: 33-45
Authors:  Simon Fong;  Raymond Wong;  Athanasios V. Vasilakos
Favorite |  | TC[WOS]:111 TC[Scopus]:141 | Submit date:2018/10/30
Feature Selection  Metaheuristics  Swarm Intelligence  Classification  Big Data  Particle Swarm Optimization