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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
2512016
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 iná…, 2015
1592015
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
1402017
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
1392020
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
1362019
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
1072013
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 iná…, 2016
562016
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 iná…, 2015
492015
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 iná…, 2017
392017
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 iná…, 2016
392016
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
382012
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, 263-273, 2019
352019
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 andá…, 2012
342012
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 iná…, 2017
332017
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, 1-23, 2017
302017
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 iná…, 2014
232014
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 iná…, 2016
222016
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
212017
Adaptive microtracking control for an underwater IPMC actuator using new hyperplane-based sliding mode
J Khawwaf, J Zheng, R Chai, R Lu, Z Man
IEEE/ASME Transactions on Mechatronics 24 (5), 2108-2117, 2019
202019
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 iná…, 2017
202017
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