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A suite of swarm dynamic multi-objective algorithms for rebalancing extremely imbalanced datasets Journal article
APPLIED SOFT COMPUTING, 2018,Volume: 69,Page: 784-805
Authors:  Li, Jinyan;  Fong, Simon;  Wong, Raymond K.;  Mohammed, Sabah;  Fiaidhi, Jinan;  Sung, Yunsick
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Swarm intelligence algorithms  Dynamic multi-objective  Big highly imbalanced dataset  Binary classification  Rebalancing algorithm  
Cross Entropy Method Based Hybridization of Dynamic Group Optimization Algorithm Journal article
ENTROPY, 2017,Volume: 19,Issue: 10
Authors:  Tang, Rui;  Fong, Simon;  Dey, Nilanjan;  Wong, Raymond K.;  Mohammed, Sabah
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entropy-based  meta-heuristics  dynamic group optimization algorithm  
Managing Diabetes Therapy through Datastream Mining Journal article
IT PROFESSIONAL, 2017,Volume: 19,Issue: 5,Page: 50-57
Authors:  Fong, Simon;  Fiaidhi, Jinan;  Mohammed, Sabah;  Moutinho, Luiz A. M.
Favorite  |  View/Download:9/0  |  Submit date:2018/10/30
Adaptive Swarm Balancing Algorithms for rare-event prediction in imbalanced healthcare data Journal article
PLOS ONE, 2017,Volume: 12,Issue: 7
Authors:  Li, Jinyan;  Liu, Lian-Sheng;  Fong, Simon;  Wong, Raymond K.;  Mohammed, Sabah;  Fiaidhi, Jinan;  Sung, Yunsick;  Wong, Kelvin K. L.
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Robust High-dimensional Bioinformatics Data Streams Mining by ODR-ioVFDT Journal article
SCIENTIFIC REPORTS, 2017,Volume: 7
Authors:  Wang, Dantong;  Fong, Simon;  Wong, Raymond K.;  Mohammed, Sabah;  Fiaidhi, Jinan;  Wong, Kelvin K. L.
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Recent advances in metaheuristic algorithms: Does the Makara dragon exist? Journal article
Journal of Supercomputing, 2016,Volume: 72,Issue: 10,Page: 3764-3786
Authors:  Simon Fong;  Xi Wang;  Qiwen Xu;  Raymond Wong;  Jinan Fiaidhi;  Sabah Mohammed
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Algorithm Design  Metaheuristics  Search Methods  Swarm Intelligence  
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
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Crossmatch  Data Streams  Ncm  Pattern Discovery  Time Series  
NSPRING: the SPRING extension for subsequence matching of time series supporting normalization Journal article
Journal of Supercomputing, 2016,Volume: 72,Issue: 10,Page: 3801-3825
Authors:  Xueyuan Gong;  Simon Fong;  Jonathan H. Chan;  Sabah Mohammed
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Data Streams  Dtw  Normalization  Nspring  Spring  Subsequence Matching  Ucr-dtw  
A time series pre-processing methodology with statistical and spectral analysis for classifying non-stationary stochastic biosignals Journal article
Journal of Supercomputing, 2016,Volume: 72,Issue: 10,Page: 3887-3908
Authors:  Simon Fong;  Kyungeun Cho;  Osama Mohammed;  Jinan Fiaidhi;  Sabah Mohammed
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Biosignal Classification  Data Mining  Medical Informatics  Time Series Pre-processing  
GPU-enabled back-propagation artificial neural network for digit recognition in parallel Journal article
Journal of Supercomputing, 2016,Volume: 72,Issue: 10,Page: 3868-3886
Authors:  Ricardo Brito;  Simon Fong;  Kyungeun Cho;  Wei Song;  Raymond Wong;  Sabah Mohammed;  Jinan Fiaidhi
Favorite  |  View/Download:10/0  |  Submit date:2019/02/13
Artificial Neural Networks  Cuda  Nvidia  Parallel Execution