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Haider Raza
Haider Raza
Senior Lecturer in Artificial Intelligence, University of Essex
Verified email at essex.ac.uk - Homepage
Title
Cited by
Cited by
Year
EWMA model based shift-detection methods for detecting covariate shifts in non-stationary environments
H Raza, G Prasad, Y Li
Pattern Recognition 48 (3), 659-669, 2015
932015
Adaptive learning with covariate shift-detection for motor imagery-based brain–computer interface
H Raza, H Cecotti, Y Li, G Prasad
Soft Computing 20 (8), 3085-3096, 2016
902016
Covariate shift estimation based adaptive ensemble learning for handling non-stationarity in motor imagery related EEG-based brain-computer interface
H Raza, D Rathee, SM Zhou, H Cecotti, G Prasad
Neurocomputing 343, 154-166, 2019
602019
An EEG-EMG correlation-based brain-computer interface for hand orthosis supported neuro-rehabilitation
A Chowdhury, H Raza, YK Meena, A Dutta, G Prasad
Journal of neuroscience methods 312, 1-11, 2019
572019
Active Physical Practice Followed by Mental Practice Using BCI-Driven Hand Exoskeleton: A Pilot Trial for Clinical Effectiveness and Usability
A Chowdhury, YK Meena, H Raza, B Bhushan, AK Uttam, N Pandey, ...
IEEE journal of biomedical and health informatics 22 (6), 1786-1795, 2018
572018
Online covariate shift detection-based adaptive brain–computer interface to trigger hand exoskeleton feedback for neuro-rehabilitation
A Chowdhury, H Raza, YK Meena, A Dutta, G Prasad
IEEE Transactions on Cognitive and Developmental Systems 10 (4), 1070-1080, 2017
472017
Current Source Density Estimation Enhances the Performance of Motor-Imagery related Brain-Computer Interface
D Rathee, H Raza, G Prasad, H Cecotti
IEEE Transactions on Neural Systems and Rehabilitation Engineering 25 (12 …, 2017
362017
Optimising frequency band selection with forward-addition and backward-elimination algorithms in EEG-based brain-computer interfaces
H Raza, H Cecotti, G Prasad
2015 international joint conference on neural networks (IJCNN), 1-7, 2015
342015
Dataset shift detection in non-stationary environments using EWMA charts
H Raza, G Prasad, Y Li
2013 IEEE International Conference on Systems, Man, and Cybernetics, 3151-3156, 2013
332013
EEG-EMG based Hybrid Brain Computer Interface for Triggering Hand Exoskeleton for Neuro-Rehabilitation
A Chowdhury, H Raza, A Dutta, G Prasad
3rd International Conference of Robotics Society of India, 2017
292017
A Combination of Transductive and Inductive Learning for handling Non-Stationarities in Motor Imagery Classification
H Raza, H Cecotti, G Prasad
International Joint Conference on Neural Networks, 2016, 763 - 770, 2016
222016
Deep learning based prediction of EEG motor imagery of stroke patients’ for neuro-rehabilitation application
H Raza, A Chowdhury, S Bhattacharyya
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
212020
Adaptive learning with covariate shift-detection for non-stationary environments
H Raza, G Prasad, Y Li
2014 14th UK Workshop on Computational Intelligence (UKCI), 1-8, 2014
202014
EWMA Based Two-Stage Dataset Shift-Detection in Non-stationary Environments
H Raza, G Prasad, Y Li
9th IFIP WG 12.5 International Conference, AIAI 2013, Paphos, Cyprus …, 2013
152013
Single-Trial EEG Classification with EEGNet and Neural Structured Learning for Improving BCI Performance
H Raza, A Chowdhury, S Bhattacharyya, S Samothrakis
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
142020
Selection of cluster-head using PSO in CGSR protocol
H Raza, P Nandal, S Makker
Methods and Models in Computer Science (ICM2CS), 2010 International …, 2010
142010
A study on cortico-muscular coupling in finger motions for exoskeleton assisted neuro-rehabilitation
A Chwodhury, H Raza, A Dutta, SS Nishad, A Saxena, G Prasad
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
132015
Exploring gaze-motor imagery hybrid brain-computer interface design
D O'Doherty, YK Meena, H Raza, H Cecotti, G Prasad
2014 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2014
132014
Learning with covariate shift-detection and adaptation in non-stationary environments: Application to brain-computer interface
H Raza, H Cecotti, Y Li, G Prasad
2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015
112015
Bagging Adversarial Neural Networks for Domain Adaptation in Non-Stationary EEG
H Raza, S Samothrakis
2019 International Joint Conference on Neural Networks (IJCNN), 1-7, 2019
102019
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