| 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 | 285 | 2018 |
| Real-time EEG-based emotion monitoring using stable features Z Lan, O Sourina, L Wang, Y Liu The Visual Computer 32, 347-358, 2016 | 222 | 2016 |
| 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 | 69 | 2020 |
| 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 | 68 | 2022 |
| 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, 2022 | 61 | 2022 |
| Stability of features in real-time EEG-based emotion recognition algorithm Z Lan, O Sourina, L Wang, Y Liu 2014 international conference on cyberworlds, 137-144, 2014 | 44 | 2014 |
| EEG-based cross-subject mental fatigue recognition Y Liu, Z Lan, J Cui, O Sourina, W Müller-Wittig 2019 international conference on cyberworlds (cw), 247-252, 2019 | 39 | 2019 |
| Psychophysiological evaluation of seafarers to improve training in maritime virtual simulator Y Liu, Z Lan, J Cui, G Krishnan, O Sourina, D Konovessis, HE Ang, ... Advanced Engineering Informatics 44, 101048, 2020 | 32 | 2020 |
| Real-time EEG-based user's valence monitoring Z Lan, Y Liu, O Sourina, L Wang 2015 10th International Conference on Information, Communications and Signal …, 2015 | 30 | 2015 |
| SAFE: An EEG dataset for stable affective feature selection Z Lan, Y Liu, O Sourina, L Wang, R Scherer, G Müller-Putz Advanced Engineering Informatics 44, 101047, 2020 | 26 | 2020 |
| Detection of humanoid robot design preferences using EEG and eye tracker Y Liu, F Li, LH Tang, Z Lan, J Cui, O Sourina, CH Chen 2019 International Conference on Cyberworlds (CW), 219-224, 2019 | 20 | 2019 |
| Unsupervised feature learning for EEG-based emotion recognition Z Lan, O Sourina, L Wang, R Scherer, G Müller-Putz 2017 International Conference on Cyberworlds (CW), 182-185, 2017 | 19 | 2017 |
| Subject-independent drowsiness recognition from single-channel EEG with an interpretable CNN-LSTM model J Cui, Z Lan, T Zheng, Y Liu, O Sourina, L Wang, W Müller-Wittig 2021 international conference on cyberworlds (CW), 201-208, 2021 | 18 | 2021 |
| EEG-based evaluation of mental fatigue using machine learning algorithms Y Liu, Z Lan, HHG Khoo, KHH Li, O Sourina, W Mueller-Wittig 2018 International Conference on Cyberworlds (CW), 276-279, 2018 | 18 | 2018 |
| CogniMeter: EEG-based brain states monitoring X Hou, Y Liu, WL Lim, Z Lan, O Sourina, W Mueller-Wittig, L Wang Transactions on Computational Science XXVIII: Special Issue on Cyberworlds …, 2016 | 18 | 2016 |
| Human factors evaluation of ATC operational procedures in relation to use of 3D display Y Liu, F Trapsilawati, Z Lan, O Sourina, H Johan, F Li, CH Chen, ... Advances in Human Factors of Transportation: Proceedings of the AHFE 2019 …, 2020 | 16 | 2020 |
| Using Support Vector Regression to estimate valence level from EEG Z Lan, GR Müller-Putz, L Wang, Y Liu, O Sourina, R Scherer 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2016 | 14 | 2016 |
| EEG-based recognition of driver state related to situation awareness using graph convolutional networks R Li, Z Lan, J Cui, O Sourina, L Wang 2020 International Conference on Cyberworlds (CW), 180-187, 2020 | 9 | 2020 |
| Human factors assessment in VR-based firefighting training in maritime: A pilot study Y Liu, Z Lan, B Tschoerner, SS Virdi, J Cui, F Li, O Sourina, D Zhang, ... 2020 International conference on cyberworlds (CW), 157-163, 2020 | 7 | 2020 |
| Stable feature selection for EEG-based emotion recognition Z Lan, O Sourina, L Wang, Y Liu, R Scherer, GR Müller-Putz 2018 International Conference on Cyberworlds (CW), 176-183, 2018 | 6 | 2018 |
Olga SourinaHead of Cognitive HCI Lab, FraunhoferIDM@NTU Center, Nanyang Technological UniversityVerified email at ntu.edu.sg
