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SCIESCOPUS
A suite of swarm dynamic multi-objective algorithms for rebalancing extremely imbalanced datasets

Li, Jinyan; Fong, Simon; Wong, Raymond K.; Mohammed, Sabah; Fiaidhi, Jinan; Sung, Yunsick

ArticleIssue Date2018CitationAPPLIED SOFT COMPUTING, v.69, pp 784 - 805PublisherELSEVIER
SCISCIESCOPUS
A time series pre-processing methodology with statistical and spectral analysis for classifying non-stationary stochastic biosignals

Fong, Simon; Cho, Kyungeun; Mohammed, Osama; Fiaidhi, Jinan; Mohammed, Sabah

ArticleIssue Date2016CitationJOURNAL OF SUPERCOMPUTING, v.72, no.10, pp 3887 - 3908PublisherSPRINGER
SCISCIESCOPUS
GPU-enabled back-propagation artificial neural network for digit recognition in parallel

Brito, Ricardo; Fong, Simon; Cho, Kyungeun; Song, Wei; Wong, Raymond; Mohammed, Sabah; Fiaidhi, Jinan

ArticleIssue Date2016CitationJOURNAL OF SUPERCOMPUTING, v.72, no.10, pp 3868 - 3886PublisherSPRINGER
SCISCIESCOPUS
Improvised methods for tackling big data stream mining challenges: case study of human activity recognition

Fong, Simon; Liu, Kexing; Cho, Kyungeun; Wong, Raymond; Mohammed, Sabah; Fiaidhi, Jinan

ArticleIssue Date2016CitationJOURNAL OF SUPERCOMPUTING, v.72, no.10, pp 3927 - 3959PublisherSPRINGER
SCOPUS
On Recognizing Abnormal Human Behaviours by Data Stream Mining with Misclassified Recalls

Fong, Simon; Hu, Shimin; Song, Wei; Cho, Kyungeun; Wong, Raymond K.; Mohammed, Sabah

ArticleIssue Date2017CitationWWW'17 COMPANION: PROCEEDINGS OF THE 26TH INTERNATIONAL CONFERENCE ON WORLD WIDE WEB, pp 1129 - 1135PublisherASSOC COMPUTING MACHINERY
SCISCIESCOPUS
Towards implementation of residual-feedback GMDH neural network on parallel GPU memory guided by a regression curve

Brito, Ricardo; Fong, Simon; Cho, Kyungeun; Song, Wei; Wong, Raymond; Mohammed, Sabah; Fiaidhi, Jinan

ArticleIssue Date2016CitationJOURNAL OF SUPERCOMPUTING, v.72, no.10, pp 3993 - 4020PublisherSPRINGER
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