| 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 | 119 | 2015 |
| Adaptive learning with covariate shift-detection for motor imagery-based brain–computer interface H Raza, H Cecotti, Y Li, G Prasad Soft Computing 20, 3085-3096, 2016 | 112 | 2016 |
| 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 | 93 | 2019 |
| 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 | 77 | 2019 |
| 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 | 76 | 2018 |
| 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 | 58 | 2017 |
| 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 | 42 | 2017 |
| 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 | 37 | 2015 |
| 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 | 37 | 2013 |
| 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 | 30 | 2017 |
| 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 | 28 | 2020 |
| 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 | 25 | 2014 |
| 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 | 24 | 2016 |
| 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 | 23 | 2020 |
| 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 | 18 | 2019 |
| A magnetoencephalography dataset for motor and cognitive imagery-based brain-computer interface D Rathee, H Raza, S Roy, G Prasad Scientific Data 8 (1), 120, 2021 | 16 | 2021 |
| 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 | 16 | 2015 |
| 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 | 15 | 2013 |
| 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 | 14 | 2010 |
| 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 | 13 | 2015 |
Girijesh PrasadProfessor of Intelligent Systems, University of Ulster, Magee CampusVerified email at ulster.ac.uk
