Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2021A 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, F.; Sourina, Olga; Müller-Wittig, Wolfgang K.
Journal Article
2021Human Factors Evaluation in VR-based Shunting Training
Tschoerner, Benedikt; Li, Fan; Lan, Zirui; Liu, Yisi; Lim, Wei Lun; Cui, Jian; Wong, Yu Lian; Kho, Kevin; Lee, Vincent; Sourina, Olga; Müller-Wittig, Wolfgang K.
Journal Article
2021Subject-Independent Drowsiness Recognition from Single-Channel EEG with an Interpretable CNN-LSTM model
Cui, Jian; Lan, Zirui; Zheng, Tianhu; Liu, Yisi; Sourina, Olga; Wang, Lipo; Müller-Wittig, Wolfgang K.
Conference Paper
2021VR-based Training on Handling LNG Related Emergency in the Maritime Industry
Liu, Yisi; Lan, Zirui; Tschoerner, Benedikt; Virdi, Satinder Singh; Li, Fan; Cui, Jian; Sourina, Olga; Zhang, Daniel; Müller-Wittig, Wolfgang K.
Conference Paper
2020EEG-based Recognition of Driver State Related to Situation Awareness Using Graph Convolutional Networks
Li, Ruilin; Lan, Zirui; Cui, Jian; Sourina, Olga; Wang, Lipo
Conference Paper
2020Human Factors Assessment in VR-based Firefighting Training in Maritime: A Pilot Study
Liu, Yisi; Lan, Zirui; Tschoerner, Benedikt; Virdi, Satinder Singh; Cui, Jian; Li, Fan; Sourina, Olga; Zhang, Daniel; Chai, David; Müller-Wittig, Wolfgang K.
Conference Paper
2020Human Factors Evaluation of ATC Operational Procedures in Relation to Use of 3D Display
Liu, Yisi; Trapsilawati, Fitri; Lan, Zirui; Sourina, Olga; Johan, Henry; Li, Fan; Chen, Chun-Hsien; Müller-Wittig, Wolfgang K.
Conference Paper
2020Inter-subject transfer learning for EEG-based mental fatigue recognition
Liu, Yisi; Lan, Zirui; Cui, Jian; Sourina, Olga; Müller-Wittig, Wolfgang K.
Journal Article
2020Psychophysiological evaluation of seafarers to improve training in maritime virtual simulator
Liu, Yisi; Lan, Zirui; Cui, Jian; Krishnan, Gopala; Sourina, Olga; Konovessis, Dimitrios; Ang, Hock Eng; Müller-Wittig, Wolfgang K.
Journal Article
2020SAFE: An EEG Dataset for Stable Affective Feature Selection
Lan, Zirui; Liu, Yisi; Sourina, Olga; Wang, Lipo; Scherer, Reinhold; Müller-Putz, Gernot
Journal Article
2019Detection 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
Conference Paper
2019Domain adaptation techniques for EEG-based emotion recognition: A comparative study on two public datasets
Lan, Zirui; Sourina, Olga; Wang, Lipo; Scherer, Reinhold; Müller-Putz, Gernot
Journal Article
2019EEG-Based Cross-Subject Mental Fatigue Recognition
Liu, Yisi; Lan, Zirui; Cui, Jian; Sourina, Olga; Müller-Wittig, Wolfgang K.
Conference Paper
2019EEG-based Human Factors Evaluation of Air Traffic Control Operators (ATCOs) for Optimal Training
Liu, Yisi; Lan, Zirui; Traspsilawati, Fitri; Sourina, Olga; Chen, Chun-Hsien; Müller-Wittig, Wolfgang K.
Conference Paper
2018EEG-based cadets training and performance assessment system in maritime virtual simulator
Liu, Yisi; Lan, Zirui; Sourina, Olga; Konovessis, Dimitrios; Liew, Hui Ping; Krishnan, Gopala; Ang, Hock Eng
Conference Paper
2018EEG-based evaluation of mental fatigue using machine learning algorithms
Liu, Yisi; Lan, Zirui; Khoo, Han Hua Glenn; Ho, K.; Li, King Ho Holden; Sourina, Olga; Müller-Wittig, Wolfgang K.
Conference Paper
2018Stable feature selection for EEG-based emotion recognition
Lan, Zirui; Sourina, Olga; Wang, Lipo; Liu, Yisi; Scherer, Reinhold; Müller-Putz, Gernot
Conference Paper
2017Unsupervised feature learning for EEG-based emotion recognition
Lan, Zirui; Sourina, Olga; Wang, Lipo; Scherer, Reinhold; Müller-Putz, Gernot
Conference Paper
2014Stability of features in real-time EEG-based emotion recognition algorithm
Lan, Zirui; Sourina, Olga; Wang, Lipo; Liu, Yisi
Conference Paper