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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
Favorite  |  View/Download:3/0  |  Submit date:2019/02/13
Biosignal Classification  Data Mining  Medical Informatics  Time Series Pre-processing  
Time series for blind biosignal classification model Journal article
Computers in Biology and Medicine, 2014,Volume: 54,Page: 32-36
Authors:  Wong D.F.;  Chao L.S.;  Zeng X.;  Vai M.-I.;  Lam H.-L.
Favorite  |  View/Download:9/0  |  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
Proceedings of the IASTED International Conference on Biomedical Engineering, BioMed 2013, Innsbruck, Austria, February 13 - 15, 2013
Authors:  Simon Fong;  Kun Lan;  Paul Sun;  Sabah Mohammed;  Jinan Fiaidhi
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Biosignal Classification  Data Mining  Medical Informatics  Time-series Pre-processing  
Blind biosignal classification framework based on DTW algorithm Conference paper
Proceedings - International Conference on Machine Learning and Cybernetics, Guilin, China, 10-13 July 2011
Authors:  Chao S.;  Wong F.;  Lam H.-L.;  Vai M.-I.
Favorite  |  View/Download:6/0  |  Submit date:2018/12/24
Biosignal  Classification  Clustering  Data Mining  Dynamic Time Warping (Dtw)