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Dynamic group optimisation algorithm for training feed-forward neural networks Journal article
NEUROCOMPUTING, 2018,Volume: 314,Page: 1-19
Authors:  Tang, Rui;  Fong, Simon;  Deb, Suash;  Vasilakos, Athanasios V.;  Millham, Richard C.
Favorite | View/Download：36/0 | TC[WOS]:5 TC[Scopus]:8 | 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, 2017,Volume: 9,Issue: 12
Authors:  Duan, Kairong;  Fong, Simon;  Song, Wei;  Vasilakos, Athanasios V.;  Wong, Raymond
Favorite | View/Download：25/0 | TC[WOS]:1 TC[Scopus]:1 | Submit date：2018/10/30
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-BASEL, 2017,Volume: 9,Issue: 10
Authors:  Lan, Kun;  Fong, Simon;  Song, Wei;  Vasilakos, Athanasios V.;  Millham, Richard C.
Favorite | View/Download：64/0 | TC[WOS]:5 TC[Scopus]:7 | Submit date：2018/10/30
data stream pre-processing  self-adaptive segmentation  clustering-based particle swarm optimization (CPSO)  Internet of Things (IoT) datasets  
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 | View/Download：22/0 | TC[WOS]:0 TC[Scopus]:1 | Submit date：2019/02/13
Crossmatch  Data Streams  Ncm  Pattern Discovery  Time Series  
Accelerated PSO Swarm Search Feature Selection for Data Stream Mining Big Data Journal article
IEEE Transactions on Services Computing, 2016,Volume: 9,Issue: 1,Page: 33
Authors:  Simon Fong;  Raymond Wong;  Athanasios V. Vasilakos
Favorite | View/Download：14/0 | TC[WOS]:83 TC[Scopus]:131 | Submit date：2018/10/30
Big Data  Classification  Feature Selection  Metaheuristics  Particle Swarm Optimization  Swarm Intelligence  
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 | View/Download：18/0 | TC[WOS]:0 TC[Scopus]:1 | Submit date：2019/02/13
Crossmatch  Ncm  Pattern Discovery  Time-series Streams  
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
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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 | View/Download：9/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date：2019/02/13