Olga Sourina

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 61

Top Venues

SMC

Trans. Comput. Sci.

CoRR

Publications

Fan Li, Chun-Hsien Chen, Yisi Liu, Danni Chang, Jian Cui, Olga Sourina
Autoencoder-enabled eye-tracking data analytics for objective assessment of user preference in humanoid robot appearance design. Expert Syst. Appl. 249 (2024)
Ruilin Li, Minghui Hu, Ruobin Gao, Lipo Wang, Ponnuthurai N. Suganthan, Olga Sourina
TFormer: A time-frequency Transformer with batch normalization for driver fatigue recognition. Adv. Eng. Informatics 62 (2024)
Ruilin Li, Ruobin Gao, Ponnuthurai N. Suganthan, Jian Cui, Olga Sourina, Lipo Wang
A spectral-ensemble deep random vector functional link network for passive brain-computer interface. Expert Syst. Appl. 227 (2023)
Ruilin Li, Minghui Hu, Jian Cui, Lipo Wang, Olga Sourina
Ensemble of Randomized Neural Network and Boosted Trees for Eye-Tracking-Based Driver Situation Awareness Recognition and Interpretation. ICONIP (3) (2023)
Joanne Tan, Wei Lun Lim, Ruilin Li, Meng-Hsueh Hsieh, Olga Sourina, Chun-Hsien Chen
Heart Rate Based Cross-subject Stress Recognition. CW (2023)
Ruilin Li, Ruobin Gao, Liqiang Yuan, Ponnuthurai N. Suganthan, Lipo Wang, Olga Sourina
An enhanced ensemble deep random vector functional link network for driver fatigue recognition. Eng. Appl. Artif. Intell. 123 (Part A) (2023)
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) (2023)
Nicholas Hong Li Khoo, Fan Li, Chun-Hsien Chen, Yisi Liu, Fitri Trapsilawati, Olga Sourina
Attention Distribution and Decision-Making in the Process of Robot's Appearance Design and Selection. HCI (13) (2022)
Ruilin Li, Ruobin Gao, Jian Cui, Ponnuthurai N. Suganthan, Olga Sourina
Advanced Ensemble Deep Random Vector Functional Link for Eye-Tracking-based Situation Awareness Recognition. SSCI (2022)
Ruilin Li, Jian Cui, Ruobin Gao, Ponnuthurai N. Suganthan, Olga Sourina, Lipo Wang, Chun-Hsien Chen
Situation Awareness Recognition Using EEG and Eye-Tracking data: a pilot study. CW (2022)
Ruilin Li, Lipo Wang, Ponnuthurai N. Suganthan, Olga Sourina
Sample-Based Data Augmentation Based on Electroencephalogram Intrinsic Characteristics. IEEE J. Biomed. Health Informatics 26 (10) (2022)
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) (2021)
Fan Li, Yisi Liu, Gangyan Xu, Jian Cui, Chun-Hsien Chen, Olga Sourina, Henry Johan, Wolfgang Müller-Wittig
Usability Evaluation of Hybrid 2D-3D Visualization Tools in Basic Air Traffic Control Operations. SMC (2021)
Jian Cui, Yisi Liu, Zirui Lan, Olga Sourina, Wolfgang Müller-Wittig
EEG-based Cross-Subject Driver Drowsiness Recognition with Interpretable CNN. CoRR (2021)
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)
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)
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 (2021)
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 (2021)
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 (2020)
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)
Fan Li, Danni Chang, Yisi Liu, Jian Cui, Shanshan Feng, Ning Huang, Chun-Hsien Chen, Olga Sourina
Evaluation of Humanoid Robot Design Based on Global Eye-Tracking Metrics. TE (2020)
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 (2020)
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)
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 (2020)
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)
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)
Yisi Liu, Zirui Lan, Jian Cui, Olga Sourina, Wolfgang Müller-Wittig
EEG-Based Cross-Subject Mental Fatigue Recognition. CW (2019)
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)
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) (2019)
Wei Lun Lim, Yisi Liu, Salem Chandrasekaran Harihara Subramaniam, Serene Hui Ping Liew, Gopala Krishnan, Olga Sourina, Dimitrios Konovessis, Hock Eng Ang, Lipo Wang
EEG-Based Mental Workload and Stress Monitoring of Crew Members in Maritime Virtual Simulator. Trans. Comput. Sci. 32 (2018)
Zirui Lan, Olga Sourina, Lipo Wang, Yisi Liu, Reinhold Scherer, Gernot R. Müller-Putz
Stable Feature Selection for EEG-based Emotion Recognition. CW (2018)
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)
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)
Yisi Liu, Salem Chandrasekaran Harihara Subramaniam, Olga Sourina, Eesha Shah, Joshua Chua, Kirill Ivanov
NeuroFeedback Training for Enhancement of the Focused Attention Related to Athletic Performance in Elite Rifle Shooters. Trans. Comput. Sci. 32 (2018)
Wei Lun Lim, Olga Sourina, Lipo Wang
Cross Dataset Workload Classification Using Encoded Wavelet Decomposition Features. CW (2018)
Fitri Trapsilawati, Yisi Liu, Hong Jie Wee, Salem Chandrasekaran Harihara Subramaniam, Olga Sourina, Kiranraj Pushparaj, Somasundaram Sembian, Patricia Chun Qi Lu, Chun-Hsien Chen, Sun Woh Lye
Perceived and Physiological Mental Workload and Emotion Assessments in En-Route ATC Environment: A Case Study. TE (2017)
Yisi Liu, Fitri Trapsilawati, Xiyuan Hou, Olga Sourina, Chun-Hsien Chen, Kiranraj Pushparaj, Wolfgang Müller-Wittig, Wei Tech Ang
EEG-Based Mental Workload Recognition in Human Factors Evaluation of Future Air Traffic Control Systems. TE (2017)
Yisi Liu, Salem Chandrasekaran Harihara Subramaniam, Olga Sourina, Serene Hui Ping Liew, Gopala Krishnan, Dimitrios Konovessis, Hock Eng Ang
EEG-based Mental Workload and Stress Recognition of Crew Members in Maritime Virtual Simulator: A Case Study. CW (2017)
Lee Guan Yeo, Haoqi Sun, Yisi Liu, Fitri Trapsilawati, Olga Sourina, Chun-Hsien Chen, Wolfgang Müller-Wittig, Wei Tech Ang
Mobile EEG-based situation awareness recognition for air traffic controllers. SMC (2017)
Zirui Lan, Olga Sourina, Lipo Wang, Reinhold Scherer, Gernot R. Müller-Putz
Unsupervised Feature Learning for EEG-based Emotion Recognition. CW (2017)
Yisi Liu, Salem Chandrasekaran Harihara Subramaniam, Olga Sourina, Eesha Shah, Joshua Chua, Kirill Ivanov
Neurofeedback Training for Rifle Shooters to Improve Cognitive Ability. CW (2017)
Yisi Liu, Olga Sourina, Serene Hui Ping Liew, Salem Chandrasekaran Harihara Subramaniam, Dimitrios Konovessis, Gopala Krishnan, Hock Eng Ang
Human Factors Evaluation in Maritime Virtual Simulators Using Mobile EEG-Based Neuroimaging. TE (2017)
Zirui Lan, Olga Sourina, Lipo Wang, Yisi Liu
Real-time EEG-based emotion monitoring using stable features. Vis. Comput. 32 (3) (2016)
Yisi Liu, Xiyuan Hou, Olga Sourina, Olga Bazanova
Individual Theta/Beta Based Algorithm for Neurofeedback Games to Improve Cognitive Abilities. Trans. Comput. Sci. 26 (2016)
Xiyuan Hou, Olga Sourina
Real-time Adaptive Prediction Method for Smooth Haptic Rendering. CoRR (2016)
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 (2016)
Olga Sourina, Yisi Liu, Xiyuan Hou, Wei Lun Lim, Wolfgang Müller-Wittig, Lipo Wang, Dimitrios Konovessis, Chun-Hsien Chen, Wei Tech Ang
Neuroscience Based Design: Fundamentals and Applications. CW (2016)
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)
Haoqi Sun, Olga Sourina, Guang-Bin Huang
Learning Polychronous Neuronal Groups Using Joint Weight-Delay Spike-Timing-Dependent Plasticity. Neural Comput. 28 (10) (2016)
Alexei Sourin, Rae A. Earnshaw, Marina L. Gavrilova, Olga Sourina
Problems of Human-Computer Interaction in Cyberworlds. Trans. Comput. Sci. 28 (2016)
Wei Lun Lim, Olga Sourina, Lipo Wang, Yisi Liu
Individual alpha peak frequency based features for subject dependent EEG workload classification. SMC (2016)
Shahzad Rasool, Xiyuan Hou, Yisi Liu, Alexei Sourin, Olga Sourina
Assessing haptic video interaction with neurocognitive tools. SMC (2016)
Haoqi Sun, Yan Yang, Olga Sourina, Guang-Bin Huang
Runtime detection of activated polychronous neuronal group towards its spatiotemporal analysis. IJCNN (2015)
Wei Han, Yan Yang, Guang-Bin Huang, Olga Sourina, Felix Klanner, Cornelia Denk
Driver Drowsiness Detection Based on Novel Eye Openness Recognition Method and Unsupervised Feature Learning. SMC (2015)
Haoqi Sun, Yan Yang, Olga Sourina, Guang-Bin Huang, Felix Klanner, Cornelia Denk, Ralph H. Rasshofer
Estimating vigilance from EEG using manifold clustering guided by instantaneous lapse rate. ICICS (2015)
Yisi Liu, Wei Lun Lim, Xiyuan Hou, Olga Sourina, Lipo Wang
Prediction of Human Cognitive Abilities Based on EEG Measurements. CW (2015)
Zirui Lan, Yisi Liu, Olga Sourina, Lipo Wang
Real-time EEG-based user's valence monitoring. ICICS (2015)
Xiyuan Hou, Yisi Liu, Olga Sourina, Wolfgang Müller-Wittig
CogniMeter: EEG-based Emotion, Mental Workload and Stress Visual Monitoring. CW (2015)
Wei Lun Lim, Olga Sourina, Lipo Wang
MIND - An EEG Neurofeedback Multitasking Game. CW (2015)
Xiyuan Hou, Yisi Liu, Olga Sourina, Yun Rui Eileen Tan, Lipo Wang, Wolfgang Müller-Wittig
EEG Based Stress Monitoring. SMC (2015)
Wei Lun Lim, Olga Sourina, Yisi Liu, Lipo Wang
EEG-based mental workload recognition related to multitasking. ICICS (2015)
Yisi Liu, Olga Sourina, Xiyuan Hou
Neurofeedback Games to Improve Cognitive Abilities. CW (2014)
Olga Sourina, Yisi Liu
EEG-enabled Affective Human-Computer Interfaces. HCI (4) (2014)
Yisi Liu, Olga Sourina
EEG-based subject-dependent emotion recognition algorithm using fractal dimension. SMC (2014)
Yisi Liu, Olga Sourina
Real-Time Subject-Dependent EEG-Based Emotion Recognition Algorithm. Trans. Comput. Sci. 23 (2014)
Zirui Lan, Olga Sourina, Lipo Wang, Yisi Liu
Stability of Features in Real-Time EEG-based Emotion Recognition Algorithm. CW (2014)
Xiyuan Hou, Olga Sourina, Stanislav V. Klimenko
Haptic-Based Serious Games. CW (2014)
Xiyuan Hou, Olga Sourina
Emotion-enabled haptic-based serious game for post stroke rehabilitation. VRST (2013)
Olga Sourina, Yisi Liu
EEG-Enabled Affective Applications. ACII (2013)
Yisi Liu, Olga Sourina
Real-Time Fractal-Based Valence Level Recognition from EEG. Trans. Comput. Sci. 18 (2013)
Xiyuan Hou, Olga Sourina
Stable adaptive algorithm for Six Degrees-of-Freedom haptic rendering in a dynamic environment. Vis. Comput. 29 (10) (2013)
Xiyuan Hou, Olga Sourina
A Prediction Method Using Interpolation for Smooth Six-DOF Haptic Rendering in Multirate Simulation. CW (2013)
Yisi Liu, Olga Sourina, Mohammad Rizqi Hafiyyandi
EEG-Based Emotion-Adaptive Advertising. ACII (2013)
Yisi Liu, Olga Sourina
EEG Databases for Emotion Recognition. CW (2013)
Olga Sourina, Ling Li, Zhigeng Pan
Emotion-based interaction. J. Multimodal User Interfaces 5 (1-2) (2012)
Yisi Liu, Olga Sourina
EEG-based Dominance Level Recognition for Emotion-Enabled Interaction. ICME (2012)
Olga Sourina, Yisi Liu, Minh Khoa Nguyen
Real-time EEG-based emotion recognition for music therapy. J. Multimodal User Interfaces 5 (1-2) (2012)
Yisi Liu, Olga Sourina
EEG-based Valence Level Recognition for Real-Time Applications. CW (2012)
Xiyuan Hou, Olga Sourina
Stable Dynamic Algorithm Based on Virtual Coupling for 6-DOF Haptic Rendering. CW (2012)
Olga Sourina, Qiang Wang, Yisi Liu, Minh Khoa Nguyen
A Real-time Fractal-based Brain State Recognition from EEG and its Applications. BIOSIGNALS (2011)
Olga Sourina, Yisi Liu, Minh Khoa Nguyen
Emotion-enabled EEG-based interaction. SIGGRAPH Asia Posters (2011)
Alexei Sourin, Daniel Thalmann, Olga Sourina
Special issue on Cyberworlds 2010. Vis. Comput. 27 (4) (2011)
Olga Sourina, Yisi Liu, Qiang Wang, Minh Khoa Nguyen
EEG-Based Personalized Digital Experience. HCI (6) (2011)
Olga Sourina, Qiang Wang, Yisi Liu, Minh Khoa Nguyen
Fractal-Based Brain State Recognition from EEG in Human Computer Interaction. BIOSTEC (Selected Papers) (2011)
Yisi Liu, Olga Sourina, Minh Khoa Nguyen
Real-Time EEG-Based Emotion Recognition and Its Applications. Trans. Comput. Sci. 12 (2011)
Xiyuan Hou, Olga Sourina
Six Degree-of-Freedom Haptic Rendering for Biomolecular Docking. Trans. Comput. Sci. 12 (2011)
Olga Sourina, Yisi Liu
A Fractal-based Algorithm of Emotion Recognition from EEG using Arousal-Valence Model. BIOSIGNALS (2011)
Olga Sourina, Qiang Wang, Minh Khoa Nguyen
EEG-based "Serious" Games and Monitoring Tools for Pain Management. MMVR (2011)
Qiang Wang, Olga Sourina, Minh Khoa Nguyen
Fractal dimension based neurofeedback in serious games. Vis. Comput. 27 (4) (2011)
Qiang Wang, Olga Sourina, Minh Khoa Nguyen
EEG-Based "Serious" Games Design for Medical Applications. CW (2010)
Xiyuan Hou, Olga Sourina
Haptic Rendering Algorithm for Biomolecular Docking with Torque Force. CW (2010)
Yisi Liu, Olga Sourina, Minh Khoa Nguyen
Real-Time EEG-Based Human Emotion Recognition and Visualization. CW (2010)
Alexei Sourin, Olga Sourina, Lei Wei, Paul Gagnon
Visual Immersive Haptic Mathematics in Shared Virtual Spaces. Trans. Comput. Sci. 3 (2009)
Hassan Ugail, Gabriela González Castro, Alexei Sourin, Olga Sourina
Towards a Definition of Virtual Objects Using Partial Differential Equations. CW (2009)
Olga Sourina, Alexei Sourin, Vladimir Kulish
EEG Data Driven Animation and Its Application. MIRAGE (2009)
Olga Sourina, Jaume Torres, Jing Wang
Visual Haptic-Based Biomolecular Docking and Its Applications in E-Learning. Trans. Edutainment 2 (2009)
Olga Sourina, Nikolay Korolev
Visual Query Interface for Molecular Dynamics Application. CW (2009)
Gleb V. Nosovskiy, Dongquan Liu, Olga Sourina
Automatic clustering and boundary detection algorithm based on adaptive influence function. Pattern Recognit. 41 (9) (2008)
Dongquan Liu, Gleb V. Nosovskiy, Olga Sourina
Effective clustering and boundary detection algorithm based on Delaunay triangulation. Pattern Recognit. Lett. 29 (9) (2008)
Lei Wei, Alexei Sourin, Olga Sourina
Function-based visualization and haptic rendering in shared virtual spaces. Vis. Comput. 24 (10) (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Olga Sourina