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A time series pre-processing methodology with statistical and spectral analysis for classifying non-stationary stochastic biosignals Journal article
Simon Fong, Kyungeun Cho, Osama Mohammed, Jinan Fiaidhi, Sabah Mohammed. A time series pre-processing methodology with statistical and spectral analysis for classifying non-stationary stochastic biosignals[J]. Journal of Supercomputing, 2016, 72(10), 3887-3908.
Authors:  Simon Fong;  Kyungeun Cho;  Osama Mohammed;  Jinan Fiaidhi;  Sabah Mohammed
Favorite | TC[WOS]:4 TC[Scopus]:5  IF:2.5/2.4 | Submit date：2019/02/13
Biosignal Classification  Time Series Pre-processing  Data Mining  Medical Informatics  
A time-series pre-processing methodology for biosignal classification using statistical feature extraction Conference paper
Simon Fong, Kun Lan, Paul Sun, Sabah Mohammed, Jinan Fiaidhi. A time-series pre-processing methodology for biosignal classification using statistical feature extraction[C], 2013, 207-214.
Authors:  Simon Fong;  Kun Lan;  Paul Sun;  Sabah Mohammed;  Jinan Fiaidhi
Favorite | TC[Scopus]:9 | Submit date：2019/02/13
Biosignal Classification  Time-series Pre-processing  Data Mining  Medical Informatics  
Rule Generation and Evaluation by Data Mining Ensembles for Clinical Decision Support Conference paper
Simon Fong, Luke Lu, Kun Lan, Osama Mohammed, Jinan Fiaidhi, Sabah Mohammed. Rule Generation and Evaluation by Data Mining Ensembles for Clinical Decision Support[C], 2013, 33-40.
Authors:  Simon Fong;  Luke Lu;  Kun Lan;  Osama Mohammed;  Jinan Fiaidhi; et al.
Favorite | TC[Scopus]:0 | Submit date：2019/02/13
Ensemble Data Mining  Clinical Decision Support  Rule-based System  Medical Informatics