| Real-time EEG-based human emotion recognition and visualization Y Liu, O Sourina, MK Nguyen 2010 international conference on cyberworlds, 262-269, 2010 | 413 | 2010 |
| Real-time EEG-based emotion recognition and its applications Y Liu, O Sourina, MK Nguyen Transactions on Computational Science XII: Special Issue on Cyberworlds, 256-277, 2011 | 370 | 2011 |
| Domain adaptation techniques for EEG-based emotion recognition: a comparative study on two public datasets Z Lan, O Sourina, L Wang, R Scherer, GR Müller-Putz IEEE Transactions on Cognitive and Developmental Systems 11 (1), 85-94, 2018 | 319 | 2018 |
| EEG based stress monitoring X Hou, Y Liu, O Sourina, YRE Tan, L Wang, W Mueller-Wittig 2015 IEEE international conference on systems, man, and cybernetics, 3110-3115, 2015 | 241 | 2015 |
| Real-time EEG-based emotion monitoring using stable features Z Lan, O Sourina, L Wang, Y Liu The Visual Computer 32, 347-358, 2016 | 237 | 2016 |
| Real-time mental arithmetic task recognition from EEG signals Q Wang, O Sourina IEEE Transactions on Neural Systems and Rehabilitation Engineering 21 (2 …, 2013 | 221 | 2013 |
| Eeg-based" serious" games design for medical applications Q Wang, O Sourina, MK Nguyen 2010 international conference on cyberworlds, 270-276, 2010 | 202 | 2010 |
| A fractal-based algorithm of emotion recognition from EEG using arousal-valence model. O Sourina, Y Liu Biosignals, 209-214, 2011 | 183 | 2011 |
| Real-time fractal-based valence level recognition from EEG Y Liu, O Sourina Transactions on computational science XVIII: special issue on Cyberworlds …, 2013 | 151 | 2013 |
| STEW: Simultaneous task EEG workload data set WL Lim, O Sourina, LP Wang IEEE Transactions on Neural Systems and Rehabilitation Engineering 26 (11 …, 2018 | 145 | 2018 |
| Real-time subject-dependent EEG-based emotion recognition algorithm Y Liu, O Sourina Transactions on Computational Science XXIII: Special Issue on Cyberworlds …, 2014 | 143 | 2014 |
| Real-time EEG-based emotion recognition for music therapy O Sourina, Y Liu, MK Nguyen Journal on Multimodal User Interfaces 5, 27-35, 2012 | 137 | 2012 |
| EEG databases for emotion recognition Y Liu, O Sourina 2013 international conference on cyberworlds, 302-309, 2013 | 126 | 2013 |
| Human electroencephalograms seen as fractal time series: Mathematical analysis and visualization V Kulish, A Sourin, O Sourina Computers in biology and medicine 36 (3), 291-302, 2006 | 114 | 2006 |
| Large-scale automated sleep staging H Sun, J Jia, B Goparaju, GB Huang, O Sourina, MT Bianchi, ... Sleep 40 (10), zsx139, 2017 | 113 | 2017 |
| Fractal dimension based neurofeedback in serious games Q Wang, O Sourina, MK Nguyen The Visual Computer 27, 299-309, 2011 | 107 | 2011 |
| EEG-based cross-subject driver drowsiness recognition with an interpretable convolutional neural network J Cui, Z Lan, O Sourina, W Müller-Wittig IEEE Transactions on Neural Networks and Learning Systems 34 (10), 7921-7933, 2022 | 99 | 2022 |
| A compact and interpretable convolutional neural network for cross-subject driver drowsiness detection from single-channel EEG J Cui, Z Lan, Y Liu, R Li, F Li, O Sourina, W Müller-Wittig Methods 202, 173-184, 2022 | 91 | 2022 |
| EEG-based subject-dependent emotion recognition algorithm using fractal dimension Y Liu, O Sourina 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2014 | 86 | 2014 |
| Inter-subject transfer learning for EEG-based mental fatigue recognition Y Liu, Z Lan, J Cui, O Sourina, W Müller-Wittig Advanced Engineering Informatics 46, 101157, 2020 | 84 | 2020 |
