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2020 – today
- 2023
[j8]Jian Cui
, Zirui Lan, Olga Sourina, Wolfgang Müller-Wittig:
EEG-Based Cross-Subject Driver Drowsiness Recognition With an Interpretable Convolutional Neural Network. IEEE Trans. Neural Networks Learn. Syst. 34(10): 7921-7933 (2023)- 2021
- [j7]Benedikt Tschoerner, Fan Li, Zirui Lan, Yisi Liu, Wei Lun Lim, Jian Cui, Yu Lian Wong, Kevin Kho, Vincent Lee, Olga Sourina, Wolfgang Müller-Wittig:
Human factors evaluation in VR-based shunting training. Vis. Comput. 37(12): 3063-3076 (2021) - [c15]Yisi Liu, Zirui Lan, Benedikt Tschoerner, Satinder Singh Virdi, Fan Li, Jian Cui, Olga Sourina, Daniel Zhang, Wolfgang Müller-Wittig:
VR-based Training on Handling LNG Related Emergency in the Maritime Industry. CW 2021: 159-165 - [c14]Jian Cui, Zirui Lan, Tianhu Zheng, Yisi Liu, Olga Sourina, Lipo Wang, Wolfgang Müller-Wittig:
Subject-Independent Drowsiness Recognition from Single-Channel EEG with an Interpretable CNN-LSTM model. CW 2021: 201-208 - [i3]Jian Cui, Zirui Lan, Yisi Liu, Ruilin Li, Fan Li, Olga Sourina, Wolfgang Müller-Wittig:
A Compact and Interpretable Convolutional Neural Network for Cross-Subject Driver Drowsiness Detection from Single-Channel EEG. CoRR abs/2106.00613 (2021) - [i2]Jian Cui, Yisi Liu, Zirui Lan, Olga Sourina, Wolfgang Müller-Wittig:
EEG-based Cross-Subject Driver Drowsiness Recognition with Interpretable CNN. CoRR abs/2107.09507 (2021) - [i1]Jian Cui, Zirui Lan, Tianhu Zheng, Yisi Liu, Olga Sourina, Lipo Wang, Wolfgang Müller-Wittig:
Subject-Independent Drowsiness Recognition from Single-Channel EEG with an Interpretable CNN-LSTM model. CoRR abs/2112.10894 (2021) - 2020
- [j6]Zirui Lan, Yisi Liu, Olga Sourina, Lipo Wang, Reinhold Scherer, Gernot R. Müller-Putz:
SAFE: An EEG dataset for stable affective feature selection. Adv. Eng. Informatics 44: 101047 (2020) - [j5]Yisi Liu, Zirui Lan, Jian Cui, Gopala Krishnan, Olga Sourina, Dimitrios Konovessis, Hock Eng Ang, Wolfgang Müller-Wittig:
Psychophysiological evaluation of seafarers to improve training in maritime virtual simulator. Adv. Eng. Informatics 44: 101048 (2020) - [j4]Yisi Liu, Zirui Lan, Jian Cui, Olga Sourina, Wolfgang Müller-Wittig:
Inter-subject transfer learning for EEG-based mental fatigue recognition. Adv. Eng. Informatics 46: 101157 (2020) - [c13]Yisi Liu, Zirui Lan, Benedikt Tschoerner, Satinder Singh Virdi, Jian Cui, Fan Li, Olga Sourina, Daniel Zhang, David Chai, Wolfgang Müller-Wittig:
Human Factors Assessment in VR-based Firefighting Training in Maritime: A Pilot Study. CW 2020: 157-163 - [c12]Ruilin Li, Zirui Lan, Jian Cui, Olga Sourina, Lipo Wang:
EEG-based Recognition of Driver State Related to Situation Awareness Using Graph Convolutional Networks. CW 2020: 180-187
2010 – 2019
- 2019
- [j3]Zirui Lan, Olga Sourina, Lipo Wang, Reinhold Scherer, Gernot R. Müller-Putz:
Domain Adaptation Techniques for EEG-Based Emotion Recognition: A Comparative Study on Two Public Datasets. IEEE Trans. Cogn. Dev. Syst. 11(1): 85-94 (2019) - [c11]Yisi Liu, Fitri Trapsilawati, Zirui Lan, Olga Sourina, Henry Johan, Fan Li, Chun-Hsien Chen, Wolfgang Müller-Wittig:
Human Factors Evaluation of ATC Operational Procedures in Relation to Use of 3D Display. AHFE (13) 2019: 715-726 - [c10]Yisi Liu, Fan Li, Lin Hei Tang, Zirui Lan, Jian Cui, Olga Sourina, Chun-Hsien Chen:
Detection of Humanoid Robot Design Preferences Using EEG and Eye Tracker. CW 2019: 219-224 - [c9]Yisi Liu, Zirui Lan, Jian Cui, Olga Sourina, Wolfgang Müller-Wittig:
EEG-Based Cross-Subject Mental Fatigue Recognition. CW 2019: 247-252 - [c8]Yisi Liu, Zirui Lan, Fitri Trapsilawati, Olga Sourina, Chun-Hsien Chen, Wolfgang Müller-Wittig:
EEG-Based Human Factors Evaluation of Air Traffic Control Operators (ATCOs) for Optimal Training. CW 2019: 253-260 - 2018
- [c7]Zirui Lan, Olga Sourina, Lipo Wang, Yisi Liu, Reinhold Scherer, Gernot R. Müller-Putz:
Stable Feature Selection for EEG-based Emotion Recognition. CW 2018: 176-183 - [c6]Yisi Liu, Zirui Lan, Olga Sourina, Serene Hui Ping Liew, Gopala Krishnan, Dimitrios Konovessis, Hock Eng Ang:
EEG-based Cadets Training and Performance Assessment System in Maritime Virtual Simulator. CW 2018: 214-220 - [c5]Yisi Liu, Zirui Lan, Han Hua Glenn Khoo, Holden King Ho Li, Olga Sourina, Wolfgang Müller-Wittig:
EEG-based Evaluation of Mental Fatigue Using Machine Learning Algorithms. CW 2018: 276-279 - 2017
- [c4]Zirui Lan, Olga Sourina, Lipo Wang, Reinhold Scherer, Gernot R. Müller-Putz:
Unsupervised Feature Learning for EEG-based Emotion Recognition. CW 2017: 182-185 - 2016
- [j2]Xiyuan Hou, Yisi Liu, Wei Lun Lim, Zirui Lan, Olga Sourina, Wolfgang Müller-Wittig, Lipo Wang:
CogniMeter: EEG-Based Brain States Monitoring. Trans. Comput. Sci. 28: 108-126 (2016) - [j1]Zirui Lan, Olga Sourina, Lipo Wang, Yisi Liu:
Real-time EEG-based emotion monitoring using stable features. Vis. Comput. 32(3): 347-358 (2016) - [c3]Zirui Lan, Gernot R. Müller-Putz, Lipo Wang, Yisi Liu, Olga Sourina, Reinhold Scherer:
Using Support Vector Regression to estimate valence level from EEG. SMC 2016: 2558-2563 - 2015
- [c2]Zirui Lan, Yisi Liu, Olga Sourina, Lipo Wang:
Real-time EEG-based user's valence monitoring. ICICS 2015: 1-5 - 2014
- [c1]Zirui Lan, Olga Sourina, Lipo Wang, Yisi Liu:
Stability of Features in Real-Time EEG-based Emotion Recognition Algorithm. CW 2014: 137-144
Coauthor Index
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