| Issue Date | Title | Author(s) |
 | 2021 | A compact and interpretable convolutional neural network for cross-subject driver drowsiness detection from single-channel EEG | Cui, Jian; Lan, Zirui; Liu, Yisi; Li, Ruilin; Li, Fan; Sourina, Olga; Müller-Wittig, Wolfgang |
| 2018 | Cross dataset workload classification using encoded wavelet decomposition features | Lim, Wei Lun; Sourina, Olga; Wang, Lipo |
| 2019 | Detection of humanoid robot design preferences using EEG and eye tracker | Liu, Yisi; Li, Fan; Tang, Lin Hei; Lan, Zirui; Cui, Jian; Sourina, Olga; Chen, Chun-Hsien |
| 2019 | Domain adaptation techniques for EEG-based emotion recognition : a comparative study on two public datasets | Lan, Zirui; Sourina, Olga; Wang, Lipo; Scherer, Reinhold; Muller-Putz, Gernot R. |
| 2018 | EEG-based cadets training and performance assessment system in maritime virtual simulator | Liu, Yisi; Lan, Zirui; Sourina, Olga; Liew, Hui Ping; Krishnan, Gopala; Konovessis, Dimitrios; Ang, Hock Eng |
| 2022 | EEG-based cross-subject driver drowsiness recognition with an interpretable convolutional neural network | Cui, Jian; Lan, Zirui; Sourina, Olga; Muller-Wittig, Wolfgang |
| 2019 | EEG-based cross-subject mental fatigue recognition | Liu, Yisi; Lan, Zirui; Cui, Jian; Sourina, Olga; Müller-Wittig, Wolfgang |
| 2018 | EEG-based evaluation of mental fatigue using machine learning algorithms | Liu, Yisi; Lan, Zirui; Khoo, Glenn Han Hua; Li, Holden King Ho; Sourina, Olga; Mueller-Wittig, Wolfgang |
| 2019 | EEG-based human factors evaluation of air traffic control operators (ATCOs) for optimal training | Liu, Yisi; Lan, Zirui; Fitri Traspsilawati; Sourina, Olga; Chen, Chun-Hsien; Müller-Wittig, Wolfgang |
| 2017 | EEG-based mental workload and stress recognition of crew members in maritime virtual simulator : a case study | Liu, Yisi; Subramaniam, Salem Chandrasekaran Harihara; Sourina, Olga; Liew, Serene Hui Ping; Krishnan, Gopala; Konovessis, Dimitrios; Ang, Hock Eng |
| 2020 | EEG-based recognition of driver state related to situation awareness using graph convolutional networks | Li, Ruilin; Lan, Zirui; Cui, Jian; Sourina, Olga; Wang, Lipo |
| 2016 | Individual alpha peak frequency based features for subject dependent EEG workload classification | Lim, Wei Lun; Sourina, Olga; Wang, Lipo; Liu, Yisi |
| | 2022 | Subject matching for cross-subject EEG-based recognition of driver states related to situation awareness | Li, Ruilin; Wang, Lipo; Sourina, Olga |
