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Rifai Chai
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Driver fatigue classification with independent component by entropy rate bound minimization analysis in an EEG-based system
R Chai, GR Naik, TN Nguyen, SH Ling, Y Tran, A Craig, HT Nguyen
IEEE journal of biomedical and health informatics 21 (3), 715-724, 2016
2052016
Investigation of window size in classification of EEG-emotion signal with wavelet entropy and support vector machine
H Candra, M Yuwono, R Chai, A Handojoseno, I Elamvazuthi, HT Nguyen, ...
2015 37th Annual international conference of the IEEE Engineering in …, 2015
1272015
Improving EEG-based driver fatigue classification using sparse-deep belief networks
R Chai, SH Ling, PP San, GR Naik, TN Nguyen, Y Tran, A Craig, ...
Frontiers in neuroscience 11, 103, 2017
1192017
Brain–computer interface classifier for wheelchair commands using neural network with fuzzy particle swarm optimization
R Chai, SH Ling, GP Hunter, Y Tran, HT Nguyen
IEEE journal of biomedical and health informatics 18 (5), 1614-1624, 2013
912013
Comparing the effects of three cognitive tasks on indicators of mental fatigue
MR Smith, R Chai, HT Nguyen, SM Marcora, AJ Coutts
The Journal of psychology 153 (8), 759-783, 2019
672019
The influence of mental fatigue on brain activity: Evidence from a systematic review with meta‐analyses
Y Tran, A Craig, R Craig, R Chai, H Nguyen
Psychophysiology 57 (5), e13554, 2020
562020
Recognizing emotions from EEG subbands using wavelet analysis
H Candra, M Yuwono, A Handojoseno, R Chai, S Su, HT Nguyen
2015 37th annual international conference of the IEEE engineering in …, 2015
432015
Classification of EEG based-mental fatigue using principal component analysis and Bayesian neural network
R Chai, Y Tran, GR Naik, TN Nguyen, SH Ling, A Craig, HT Nguyen
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
422016
Mental non-motor imagery tasks classifications of brain computer interface for wheelchair commands using genetic algorithm-based neural network
R Chai, SH Ling, GP Hunter, HT Nguyen
The 2012 International Joint Conference on Neural Networks (IJCNN), 1-7, 2012
342012
Toward fewer EEG channels and better feature extractor of non-motor imagery mental tasks classification for a wheelchair thought controller
R Chai, SH Ling, GP Hunter, HT Nguyen
2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012
312012
EEG-based driver fatigue detection using hybrid deep generic model
PP San, SH Ling, R Chai, Y Tran, A Craig, H Nguyen
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
292016
A hybrid fuzzy cognitive map/support vector machine approach for EEG-based emotion classification using compressed sensing
K Guo, R Chai, H Candra, Y Guo, R Song, H Nguyen, S Su
International Journal of Fuzzy Systems 21 (1), 263-273, 2019
272019
EEG emotion recognition using reduced channel wavelet entropy and average wavelet coefficient features with normal mutual information method
H Candra, M Yuwono, R Chai, HT Nguyen, S Su
2017 39th Annual International Conference of the IEEE Engineering in …, 2017
272017
Hybrid brain–computer interface for biomedical cyber-physical system application using wireless embedded EEG systems
R Chai, GR Naik, SH Ling, HT Nguyen
Biomedical engineering online 16 (1), 1-23, 2017
242017
Detection of turning freeze in Parkinson's disease based on S-transform decomposition of EEG signals
QT Ly, AMA Handojoseno, M Gilat, R Chai, KAE Martens, M Georgiades, ...
2017 39th Annual International Conference of the IEEE Engineering in …, 2017
222017
Enhancing accuracy of mental fatigue classification using advanced computational intelligence in an electroencephalography system
R Chai, Y Tran, A Craig, SH Ling, HT Nguyen
2014 36th Annual International Conference of the IEEE Engineering in …, 2014
192014
Computational algorithms underlying the time-based detection of sudden cardiac arrest via electrocardiographic markers
AG Raka, GR Naik, R Chai
Applied Sciences 7 (9), 954, 2017
182017
Detection of gait initiation Failure in Parkinson's disease based on wavelet transform and Support Vector Machine
QT Ly, AMA Handojoseno, M Gilat, R Chai, KAE Martens, M Georgiades, ...
2017 39th Annual International Conference of the IEEE Engineering in …, 2017
182017
Classification of facial-emotion expression in the application of psychotherapy using Viola-Jones and Edge-Histogram of Oriented Gradient
H Candra, M Yuwono, R Chai, HT Nguyen, S Su
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
172016
Detection of gait initiation failure in Parkinson's disease patients using EEG signals
QT Ly, AMA Handojoseno, M Gilat, N Nguyen, R Chai, Y Tran, SJG Lewis, ...
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
172016
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