Browsing by Author Sourina, Olga

Showing results 1 to 13 of 13
Issue DateTitleAuthor(s)
2021A compact and interpretable convolutional neural network for cross-subject driver drowsiness detection from single-channel EEGCui, Jian; Lan, Zirui; Liu, Yisi; Li, Ruilin; Li, Fan; Sourina, Olga; Müller-Wittig, Wolfgang
2018Cross dataset workload classification using encoded wavelet decomposition featuresLim, Wei Lun; Sourina, Olga; Wang, Lipo
2019Detection of humanoid robot design preferences using EEG and eye trackerLiu, Yisi; Li, Fan; Tang, Lin Hei; Lan, Zirui; Cui, Jian; Sourina, Olga; Chen, Chun-Hsien
2019Domain adaptation techniques for EEG-based emotion recognition : a comparative study on two public datasetsLan, Zirui; Sourina, Olga; Wang, Lipo; Scherer, Reinhold; Muller-Putz, Gernot R.
2018EEG-based cadets training and performance assessment system in maritime virtual simulatorLiu, Yisi; Lan, Zirui; Sourina, Olga; Liew, Hui Ping; Krishnan, Gopala; Konovessis, Dimitrios; Ang, Hock Eng
2022EEG-based cross-subject driver drowsiness recognition with an interpretable convolutional neural networkCui, Jian; Lan, Zirui; Sourina, Olga; Muller-Wittig, Wolfgang
2019EEG-based cross-subject mental fatigue recognitionLiu, Yisi; Lan, Zirui; Cui, Jian; Sourina, Olga; Müller-Wittig, Wolfgang
2018EEG-based evaluation of mental fatigue using machine learning algorithmsLiu, Yisi; Lan, Zirui; Khoo, Glenn Han Hua; Li, Holden King Ho; Sourina, Olga; Mueller-Wittig, Wolfgang
2019EEG-based human factors evaluation of air traffic control operators (ATCOs) for optimal trainingLiu, Yisi; Lan, Zirui; Fitri Traspsilawati; Sourina, Olga; Chen, Chun-Hsien; Müller-Wittig, Wolfgang
2017EEG-based mental workload and stress recognition of crew members in maritime virtual simulator : a case studyLiu, Yisi; Subramaniam, Salem Chandrasekaran Harihara; Sourina, Olga; Liew, Serene Hui Ping; Krishnan, Gopala; Konovessis, Dimitrios; Ang, Hock Eng
2020EEG-based recognition of driver state related to situation awareness using graph convolutional networksLi, Ruilin; Lan, Zirui; Cui, Jian; Sourina, Olga; Wang, Lipo
2016Individual alpha peak frequency based features for subject dependent EEG workload classificationLim, Wei Lun; Sourina, Olga; Wang, Lipo; Liu, Yisi
 2022Subject matching for cross-subject EEG-based recognition of driver states related to situation awarenessLi, Ruilin; Wang, Lipo; Sourina, Olga