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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  
Time series for blind biosignal classification model Journal article
Wong D.F., Chao L.S., Zeng X., Vai M.-I., Lam H.-L.. Time series for blind biosignal classification model[J]. Computers in Biology and Medicine, 2014, 54, 32-36.
Authors:  Wong D.F.;  Chao L.S.;  Zeng X.;  Vai M.-I.;  Lam H.-L.
Favorite | TC[WOS]:2 TC[Scopus]:4 | Submit date：2018/12/24
Bioinformatics  Blind Biosignal Classification  Dynamic Time Warping (Dtw)  Machine Learning  Time Series Clustering  
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  
Blind biosignal classification framework based on DTW algorithm Conference paper
Chao S., Wong F., Lam H.-L., Vai M.-I.. Blind biosignal classification framework based on DTW algorithm[C], 2011, 1684-1689.
Authors:  Chao S.;  Wong F.;  Lam H.-L.;  Vai M.-I.
Favorite | TC[Scopus]:4 | Submit date：2018/12/24
Biosignal  Classification  Clustering  Data Mining  Dynamic Time Warping (Dtw)