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Dynamic group optimization algorithm with a mean–variance search framework Journal article
Tang, Rui, Yang, Jie, Fong, Simon, Wong, Raymond, Vasilakos, Athanasios V., Chen, Yu. Dynamic group optimization algorithm with a mean–variance search framework[J]. EXPERT SYSTEMS WITH APPLICATIONS, 2021, 183, 115434.
Authors:  Tang, Rui;  Yang, Jie;  Fong, Simon;  Wong, Raymond;  Vasilakos, Athanasios V.; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:7.5/7.6 | Submit date：2021/12/08
Dynamic Group Optimization Algorithm  Mean–variance Search Framework  Metaheuristic Algorithm  
Dynamic group optimisation algorithm for training feed-forward neural networks Journal article
Rui Tang, Simon Fong, Suash Deb, Athanasios V. Vasilakos, Richard C Millham. Dynamic group optimisation algorithm for training feed-forward neural networks[J]. NEUROCOMPUTING, 2018, 314, 1-19.
Authors:  Rui Tang;  Simon Fong;  Suash Deb;  Athanasios V. Vasilakos;  Richard C Millham
Favorite | TC[WOS]:17 TC[Scopus]:22  IF:5.5/5.5 | 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
Kairong Duan, Simon Fong, Wei Song, Athanasios V. Vasilakos, Raymond Wong. Energy-aware cluster reconfiguration algorithm for the big data analytics platform spark[J]. Sustainability (Switzerland), 2017, 9(12).
Authors:  Kairong Duan;  Simon Fong;  Wei Song;  Athanasios V. Vasilakos;  Raymond Wong
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:3.3/3.6 | 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
Kun Lan, Simon Fong, Wei Song, Athanasios V. Vasilakos, Richard C. Millham. Self-adaptive pre-processing methodology for big data stream mining in internet of things environmental sensor monitoring[J]. Symmetry, 2017, 9(10).
Authors:  Kun Lan;  Simon Fong;  Wei Song;  Athanasios V. Vasilakos;  Richard C. Millham
Favorite | TC[WOS]:9 TC[Scopus]:13  IF:2.2/2.3 | 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
Xueyuan Gong, Simon Fong, Yain-Whar Si, Robert P. Biuk-Aghai, Raymond K. Wong, Athanasios V. Vasilakos. Normalized Cross-Match: Pattern Discovery Algorithm from Biofeedback Signals[C]:SPRINGER INT PUBLISHING AG, GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND, 2016, 169-180.
Authors:  Xueyuan Gong;  Simon Fong;  Yain-Whar Si;  Robert P. Biuk-Aghai;  Raymond K. Wong; et al.
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
Xueyuan Gong, Simon Fong, Raymond K. Wong, Sabah Mohammed, Jinan Fiaidhi, Athanasios V. Vasilakos. Discovering sub-patterns from time series using a normalized cross-match algorithm[J]. Journal of Supercomputing, 2016, 72(10), 3850-3867.
Authors:  Xueyuan Gong;  Simon Fong;  Raymond K. Wong;  Sabah Mohammed;  Jinan Fiaidhi; et al.
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:2.5/2.4 | Submit date：2019/02/13
Pattern Discovery  Crossmatch  Ncm  Data Streams  Time Series  
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[Scopus]:0 | Submit date：2019/02/13
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[Scopus]:3 | Submit date：2019/02/13
Accelerated PSO Swarm Search Feature Selection for Data Stream Mining Big Data Journal article
Simon Fong, Raymond Wong, Athanasios V. Vasilakos. Accelerated PSO Swarm Search Feature Selection for Data Stream Mining Big Data[J]. IEEE Transactions on Services Computing, 2015, 9(1), 33-45.
Authors:  Simon Fong;  Raymond Wong;  Athanasios V. Vasilakos
Favorite | TC[WOS]:165 TC[Scopus]:218  IF:5.5/5.9 | Submit date：2018/10/30
Feature Selection  Metaheuristics  Swarm Intelligence  Classification  Big Data  Particle Swarm Optimization