Geometric Query Types for Data Retrieval in Relational Databases. - Olga Sourina; Seng H. Boey (Data Knowl. Eng., 1998)

Orthopaedic Surgery Simulation. - Olga Sourina; Alexei Sourin (Applied Informatics, 1999)

Visual Multidimensional Clustering with Implicit Functions. - Olga Sourina (FSKD, 2002)

Visual Querying of Multidimensial Data using Implicit Functions. - Olga Sourina (ISDB, 2002)

Geometric Approach to Clustering and Querying in Databases and Warehouses. - Olga Sourina; Dongquan Liu (CW, 2003)

Geometric Querying for Dynamic Exploration of Multidimensional Data. - Olga Sourina (ICCSA (2), 2003)

Geometric Querying of Time-Dependent Data for Data Mining in Molecular Dynamics. - Olga Sourina; Nikolay Korolev (CW, 2004)

Data Integration for Virtual Enterprise in Cyberworlds. - Cheng Leong Ang; Robert Kheng Leng Gay; Olga Sourina (CW, 2005)

An ARIS-based Transformation Approach to Semantic Web Service Development. - Cheng Leong Ang; Yuan Gu; Olga Sourina; Robert Kheng Leng Gay (CW, 2005)

Place Metaphors in Educational Cyberworlds: a Virtual Campus Case Study. - Ekaterina Prasolova-Førland; Alexei Sourin; Olga Sourina (CW, 2005)

Visual Interactive Clustering and Querying of Spatio-Temporal Data. - Olga Sourina; Dongquan Liu (ICCSA (4), 2005)

Visual 3D Querying of Spatio-Temporal Data. - Olga Sourina (CW, 2006)

Human electroencephalograms seen as fractal time series: Mathematical analysis and visualization. - Vladimir V. Kulish; Alexei Sourin; Olga Sourina (Comput. Biol. Medicine, 2006)

Cyber-Learning in Cyberworlds. - Alexei Sourin; Olga Sourina; Ekaterina Prasolova-Førland (J. Cases Inf. Technol., 2006)

Cybercampuses: design issues and future directions. - Ekaterina Prasolova-Førland; Alexei Sourin; Olga Sourina (Vis. Comput., 2006)

Function-Based Haptic Interaction in Cyberworlds. - Lei Wei 002; Alexei Sourin; Olga Sourina (CW, 2007)

Visual Clustering and Boundary Detection of Time-Dependent Datasets. - Olga Sourina; Dongquan Liu; Gleb V. Nosovskiy (CW, 2007)

Visual spatio-temporal function-based querying. - Olga Sourina (Vis. Comput., 2007)

Visual Haptic-Based Biomolecular Docking. - Olga Sourina; Jaume Torres; Jing Wang (CW, 2008)

Automatic clustering and boundary detection algorithm based on adaptive influence function. - Gleb V. Nosovskiy; Dongquan Liu; Olga Sourina (Pattern Recognit., 2008)

Effective clustering and boundary detection algorithm based on Delaunay triangulation. - Dongquan Liu; Gleb V. Nosovskiy; Olga Sourina (Pattern Recognit. Lett., 2008)

Function-based visualization and haptic rendering in shared virtual spaces. - Lei Wei 002; Alexei Sourin; Olga Sourina (Vis. Comput., 2008)

EEG Data Driven Animation and Its Application. - Olga Sourina; Alexei Sourin; Vladimir V. Kulish (MIRAGE, 2009)

Visual Query Interface for Molecular Dynamics Application. - Olga Sourina; Nikolay Korolev (CW, 2009)

Towards a Definition of Virtual Objects Using Partial Differential Equations. - Hassan Ugail; Gabriela González Castro; Alexei Sourin; Olga Sourina (CW, 2009)

Visual Immersive Haptic Mathematics in Shared Virtual Spaces. - Alexei Sourin; Olga Sourina; Lei Wei 002; Paul Gagnon (Trans. Comput. Sci., 2009)

Visual Haptic-Based Biomolecular Docking and Its Applications in E-Learning. - Olga Sourina; Jaume Torres; Jing Wang (Trans. Edutainment, 2009)

Haptic Rendering Algorithm for Biomolecular Docking with Torque Force. - Xiyuan Hou; Olga Sourina (CW, 2010)

Real-Time EEG-Based Human Emotion Recognition and Visualization. - Yisi Liu; Olga Sourina; Minh Khoa Nguyen (CW, 2010)

EEG-Based "Serious" Games Design for Medical Applications. - Qiang Wang; Olga Sourina; Minh Khoa Nguyen (CW, 2010)

A Fractal-based Algorithm of Emotion Recognition from EEG using Arousal-Valence Model. - Olga Sourina; Yisi Liu (BIOSIGNALS, 2011)

A Real-time Fractal-based Brain State Recognition from EEG and its Applications. - Olga Sourina; Qiang Wang; Yisi Liu; Minh Khoa Nguyen (BIOSIGNALS, 2011)

Fractal-Based Brain State Recognition from EEG in Human Computer Interaction. - Olga Sourina; Qiang Wang; Yisi Liu; Minh Khoa Nguyen (BIOSTEC (Selected Papers), 2011)

EEG-Based Personalized Digital Experience. - Olga Sourina; Yisi Liu; Qiang Wang; Minh Khoa Nguyen (HCI (6), 2011)

EEG-based "Serious" Games and Monitoring Tools for Pain Management. - Olga Sourina; Qiang Wang; Minh Khoa Nguyen (MMVR, 2011)

Emotion-enabled EEG-based interaction. - Olga Sourina; Yisi Liu; Minh Khoa Nguyen (SIGGRAPH Asia Posters, 2011)

Six Degree-of-Freedom Haptic Rendering for Biomolecular Docking. - Xiyuan Hou; Olga Sourina (Trans. Comput. Sci., 2011)

Real-Time EEG-Based Emotion Recognition and Its Applications. - Yisi Liu; Olga Sourina; Minh Khoa Nguyen (Trans. Comput. Sci., 2011)

Special issue on Cyberworlds 2010. - Alexei Sourin; Daniel Thalmann; Olga Sourina (Vis. Comput., 2011)

Fractal dimension based neurofeedback in serious games. - Qiang Wang; Olga Sourina; Minh Khoa Nguyen (Vis. Comput., 2011)

Stable Dynamic Algorithm Based on Virtual Coupling for 6-DOF Haptic Rendering. - Xiyuan Hou; Olga Sourina (CW, 2012)

EEG-based Valence Level Recognition for Real-Time Applications. - Yisi Liu; Olga Sourina (CW, 2012)

EEG-based Dominance Level Recognition for Emotion-Enabled Interaction. - Yisi Liu; Olga Sourina (ICME, 2012)

Real-time EEG-based emotion recognition for music therapy. - Olga Sourina; Yisi Liu; Minh Khoa Nguyen (J. Multimodal User Interfaces, 2012)

Emotion-based interaction. - Olga Sourina; Ling Li 006; Zhigeng Pan (J. Multimodal User Interfaces, 2012)

EEG-Based Emotion-Adaptive Advertising. - Yisi Liu; Olga Sourina; Mohammad Rizqi Hafiyyandi (ACII, 2013)

EEG-Enabled Affective Applications. - Olga Sourina; Yisi Liu (ACII, 2013)

A Prediction Method Using Interpolation for Smooth Six-DOF Haptic Rendering in Multirate Simulation. - Xiyuan Hou; Olga Sourina (CW, 2013)

EEG Databases for Emotion Recognition. - Yisi Liu; Olga Sourina (CW, 2013)

Emotion-enabled haptic-based serious game for post stroke rehabilitation. - Xiyuan Hou; Olga Sourina (VRST, 2013)

Real-Time Fractal-Based Valence Level Recognition from EEG. - Yisi Liu; Olga Sourina (Trans. Comput. Sci., 2013)

Stable adaptive algorithm for Six Degrees-of-Freedom haptic rendering in a dynamic environment. - Xiyuan Hou; Olga Sourina (Vis. Comput., 2013)

Haptic-Based Serious Games. - Xiyuan Hou; Olga Sourina; Stanislav V. Klimenko (CW, 2014)

Stability of Features in Real-Time EEG-based Emotion Recognition Algorithm. - Zirui Lan; Olga Sourina; Lipo Wang; Yisi Liu (CW, 2014)

Neurofeedback Games to Improve Cognitive Abilities. - Yisi Liu; Olga Sourina; Xiyuan Hou (CW, 2014)

EEG-enabled Affective Human-Computer Interfaces. - Olga Sourina; Yisi Liu (HCI (4), 2014)

EEG-based subject-dependent emotion recognition algorithm using fractal dimension. - Yisi Liu; Olga Sourina (SMC, 2014)

Real-Time Subject-Dependent EEG-Based Emotion Recognition Algorithm. - Yisi Liu; Olga Sourina (Trans. Comput. Sci., 2014)

Real-time EEG-based user's valence monitoring. - Zirui Lan; Yisi Liu; Olga Sourina; Lipo Wang (ICICS, 2015)

EEG-based mental workload recognition related to multitasking. - Wei Lun Lim; Olga Sourina; Yisi Liu; Lipo Wang (ICICS, 2015)

Estimating vigilance from EEG using manifold clustering guided by instantaneous lapse rate. - Haoqi Sun; Yan Yang; Olga Sourina; Guang-Bin Huang; Felix Klanner; Cornelia Denk; Ralph H. Rasshofer (ICICS, 2015)

CogniMeter: EEG-based Emotion, Mental Workload and Stress Visual Monitoring. - Xiyuan Hou; Yisi Liu; Olga Sourina; Wolfgang Müller-Wittig (CW, 2015)

MIND - An EEG Neurofeedback Multitasking Game. - Wei Lun Lim; Olga Sourina; Lipo Wang (CW, 2015)

Prediction of Human Cognitive Abilities Based on EEG Measurements. - Yisi Liu; Wei Lun Lim; Xiyuan Hou; Olga Sourina; Lipo Wang (CW, 2015)

Runtime detection of activated polychronous neuronal group towards its spatiotemporal analysis. - Haoqi Sun; Yan Yang; Olga Sourina; Guang-Bin Huang (IJCNN, 2015)

Driver Drowsiness Detection Based on Novel Eye Openness Recognition Method and Unsupervised Feature Learning. - Wei Han; Yan Yang; Guang-Bin Huang; Olga Sourina; Felix Klanner; Cornelia Denk (SMC, 2015)

EEG Based Stress Monitoring. - Xiyuan Hou; Yisi Liu; Olga Sourina; Yun Rui Eileen Tan; Lipo Wang; Wolfgang Müller-Wittig (SMC, 2015)

Neuroscience Based Design: Fundamentals and Applications. - Olga Sourina; Yisi Liu; Xiyuan Hou; Wei Lun Lim; Wolfgang Müller-Wittig; Lipo Wang; Dimitrios Konovessis; Chun-Hsien Chen; Wei Tech Ang (CW, 2016)

Using Support Vector Regression to estimate valence level from EEG. - Zirui Lan; Gernot R. Müller-Putz; Lipo Wang; Yisi Liu; Olga Sourina; Reinhold Scherer (SMC, 2016)

Individual alpha peak frequency based features for subject dependent EEG workload classification. - Wei Lun Lim; Olga Sourina; Lipo Wang; Yisi Liu (SMC, 2016)

Assessing haptic video interaction with neurocognitive tools. - Shahzad Rasool; Xiyuan Hou; Yisi Liu; Alexei Sourin; Olga Sourina (SMC, 2016)

Real-time Adaptive Prediction Method for Smooth Haptic Rendering. - Xiyuan Hou; Olga Sourina (CoRR, 2016)

Learning Polychronous Neuronal Groups Using Joint Weight-Delay Spike-Timing-Dependent Plasticity. - Haoqi Sun; Olga Sourina; Guang-Bin Huang (Neural Comput., 2016)

CogniMeter: EEG-Based Brain States Monitoring. - Xiyuan Hou; Yisi Liu; Wei Lun Lim; Zirui Lan; Olga Sourina; Wolfgang Müller-Wittig; Lipo Wang (Trans. Comput. Sci., 2016)

Individual Theta/Beta Based Algorithm for Neurofeedback Games to Improve Cognitive Abilities. - Yisi Liu; Xiyuan Hou; Olga Sourina; Olga Bazanova (Trans. Comput. Sci., 2016)

Problems of Human-Computer Interaction in Cyberworlds. - Alexei Sourin; Rae A. Earnshaw; Marina L. Gavrilova; Olga Sourina (Trans. Comput. Sci., 2016)

Real-time EEG-based emotion monitoring using stable features. - Zirui Lan; Olga Sourina; Lipo Wang; Yisi Liu (Vis. Comput., 2016)

Unsupervised Feature Learning for EEG-based Emotion Recognition. - Zirui Lan; Olga Sourina; Lipo Wang; Reinhold Scherer; Gernot R. Müller-Putz (CW, 2017)

EEG-based Mental Workload and Stress Recognition of Crew Members in Maritime Virtual Simulator: A Case Study. - Yisi Liu; Salem Chandrasekaran Harihara Subramaniam; Olga Sourina; Serene Hui Ping Liew; Gopala Krishnan; Dimitrios Konovessis; Hock Eng Ang (CW, 2017)

Neurofeedback Training for Rifle Shooters to Improve Cognitive Ability. - Yisi Liu; Salem Chandrasekaran Harihara Subramaniam; Olga Sourina; Eesha Shah; Joshua Chua; Kirill Ivanov (CW, 2017)

Human Factors Evaluation in Maritime Virtual Simulators Using Mobile EEG-Based Neuroimaging. - Yisi Liu; Olga Sourina; Serene Hui Ping Liew; Salem Chandrasekaran Harihara Subramaniam; Dimitrios Konovessis; Gopala Krishnan; Hock Eng Ang (TE, 2017)

EEG-Based Mental Workload Recognition in Human Factors Evaluation of Future Air Traffic Control Systems. - Yisi Liu; Fitri Trapsilawati; Xiyuan Hou; Olga Sourina; Chun-Hsien Chen; Kiranraj Pushparaj; Wolfgang Müller-Wittig; Wei Tech Ang (TE, 2017)

Perceived and Physiological Mental Workload and Emotion Assessments in En-Route ATC Environment: A Case Study. - 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 (TE, 2017)

Mobile EEG-based situation awareness recognition for air traffic controllers. - Lee Guan Yeo; Haoqi Sun; Yisi Liu; Fitri Trapsilawati; Olga Sourina; Chun-Hsien Chen; Wolfgang Müller-Wittig; Wei Tech Ang (SMC, 2017)

Stable Feature Selection for EEG-based Emotion Recognition. - Zirui Lan; Olga Sourina; Lipo Wang; Yisi Liu; Reinhold Scherer; Gernot R. Müller-Putz (CW, 2018)

Cross Dataset Workload Classification Using Encoded Wavelet Decomposition Features. - Wei Lun Lim; Olga Sourina; Lipo Wang (CW, 2018)

EEG-based Evaluation of Mental Fatigue Using Machine Learning Algorithms. - Yisi Liu; Zirui Lan; Han Hua Glenn Khoo; Holden King Ho Li; Olga Sourina; Wolfgang Müller-Wittig (CW, 2018)

EEG-based Cadets Training and Performance Assessment System in Maritime Virtual Simulator. - Yisi Liu; Zirui Lan; Olga Sourina; Serene Hui Ping Liew; Gopala Krishnan; Dimitrios Konovessis; Hock Eng Ang (CW, 2018)

EEG-Based Mental Workload and Stress Monitoring of Crew Members in Maritime Virtual Simulator. - Wei Lun Lim; Yisi Liu; Salem Chandrasekaran Harihara Subramaniam; Serene Hui Ping Liew; Gopala Krishnan; Olga Sourina; Dimitrios Konovessis; Hock Eng Ang; Lipo Wang (Trans. Comput. Sci., 2018)

NeuroFeedback Training for Enhancement of the Focused Attention Related to Athletic Performance in Elite Rifle Shooters. - Yisi Liu; Salem Chandrasekaran Harihara Subramaniam; Olga Sourina; Eesha Shah; Joshua Chua; Kirill Ivanov (Trans. Comput. Sci., 2018)

Human Factors Evaluation of ATC Operational Procedures in Relation to Use of 3D Display. - Yisi Liu; Fitri Trapsilawati; Zirui Lan; Olga Sourina; Henry Johan; Fan Li 015; Chun-Hsien Chen; Wolfgang Müller-Wittig (AHFE (13), 2019)

EEG-Based Cross-Subject Mental Fatigue Recognition. - Yisi Liu; Zirui Lan; Jian Cui 001; Olga Sourina; Wolfgang Müller-Wittig (CW, 2019)

Detection of Humanoid Robot Design Preferences Using EEG and Eye Tracker. - Yisi Liu; Fan Li 015; Lin Hei Tang; Zirui Lan; Jian Cui 001; Olga Sourina; Chun-Hsien Chen (CW, 2019)

EEG-Based Human Factors Evaluation of Air Traffic Control Operators (ATCOs) for Optimal Training. - Yisi Liu; Zirui Lan; Fitri Trapsilawati; Olga Sourina; Chun-Hsien Chen; Wolfgang Müller-Wittig (CW, 2019)

Domain Adaptation Techniques for EEG-Based Emotion Recognition: A Comparative Study on Two Public Datasets. - Zirui Lan; Olga Sourina; Lipo Wang; Reinhold Scherer; Gernot R. Müller-Putz (IEEE Trans. Cogn. Dev. Syst., 2019)

EEG-based Recognition of Driver State Related to Situation Awareness Using Graph Convolutional Networks. - Ruilin Li 001; Zirui Lan; Jian Cui 001; Olga Sourina; Lipo Wang (CW, 2020)

Human Factors Assessment in VR-based Firefighting Training in Maritime: A Pilot Study. - Yisi Liu; Zirui Lan; Benedikt Tschoerner; Satinder Singh Virdi; Jian Cui 001; Fan Li 015; Olga Sourina; Daniel Zhang; David Chai; Wolfgang Müller-Wittig (CW, 2020)

Evaluation of Humanoid Robot Design Based on Global Eye-Tracking Metrics. - Fan Li 015; Danni Chang; Yisi Liu; Jian Cui 001; Shanshan Feng 001; Ning Huang; Chun-Hsien Chen; Olga Sourina (TE, 2020)

SAFE: An EEG dataset for stable affective feature selection. - Zirui Lan; Yisi Liu; Olga Sourina; Lipo Wang; Reinhold Scherer; Gernot R. Müller-Putz (Adv. Eng. Informatics, 2020)

Psychophysiological evaluation of seafarers to improve training in maritime virtual simulator. - Yisi Liu; Zirui Lan; Jian Cui 001; Gopala Krishnan; Olga Sourina; Dimitrios Konovessis; Hock Eng Ang; Wolfgang Müller-Wittig (Adv. Eng. Informatics, 2020)

Inter-subject transfer learning for EEG-based mental fatigue recognition. - Yisi Liu; Zirui Lan; Jian Cui 001; Olga Sourina; Wolfgang Müller-Wittig (Adv. Eng. Informatics, 2020)

Subject-Independent Drowsiness Recognition from Single-Channel EEG with an Interpretable CNN-LSTM model. - Jian Cui 001; Zirui Lan; Tianhu Zheng; Yisi Liu; Olga Sourina; Lipo Wang; Wolfgang Müller-Wittig (CW, 2021)

VR-based Training on Handling LNG Related Emergency in the Maritime Industry. - Yisi Liu; Zirui Lan; Benedikt Tschoerner; Satinder Singh Virdi; Fan Li 015; Jian Cui 001; Olga Sourina; Daniel Zhang; Wolfgang Müller-Wittig (CW, 2021)

Usability Evaluation of Hybrid 2D-3D Visualization Tools in Basic Air Traffic Control Operations. - Fan Li 015; Yisi Liu; Gangyan Xu; Jian Cui 001; Chun-Hsien Chen; Olga Sourina; Henry Johan; Wolfgang Müller-Wittig (SMC, 2021)

A Compact and Interpretable Convolutional Neural Network for Cross-Subject Driver Drowsiness Detection from Single-Channel EEG. - Jian Cui 001; Zirui Lan; Yisi Liu; Ruilin Li 001; Fan Li 015; Olga Sourina; Wolfgang Müller-Wittig (CoRR, 2021)

EEG-based Cross-Subject Driver Drowsiness Recognition with Interpretable CNN. - Jian Cui 001; Yisi Liu; Zirui Lan; Olga Sourina; Wolfgang Müller-Wittig (CoRR, 2021)

Human factors evaluation in VR-based shunting training. - Benedikt Tschoerner; Fan Li 015; Zirui Lan; Yisi Liu; Wei Lun Lim; Jian Cui 001; Yu Lian Wong; Kevin Kho; Vincent Lee; Olga Sourina; Wolfgang Müller-Wittig (Vis. Comput., 2021)

Situation Awareness Recognition Using EEG and Eye-Tracking data: a pilot study. - Ruilin Li 001; Jian Cui 001; Ruobin Gao; Ponnuthurai N. Suganthan; Olga Sourina; Lipo Wang; Chun-Hsien Chen (CW, 2022)

Attention Distribution and Decision-Making in the Process of Robot's Appearance Design and Selection. - Nicholas Hong Li Khoo; Fan Li 015; Chun-Hsien Chen; Yisi Liu; Fitri Trapsilawati; Olga Sourina (HCI (13), 2022)

Advanced Ensemble Deep Random Vector Functional Link for Eye-Tracking-based Situation Awareness Recognition. - Ruilin Li 001; Ruobin Gao; Jian Cui 001; Ponnuthurai N. Suganthan; Olga Sourina (SSCI, 2022)

Sample-Based Data Augmentation Based on Electroencephalogram Intrinsic Characteristics. - Ruilin Li 001; Lipo Wang; Ponnuthurai N. Suganthan; Olga Sourina (IEEE J. Biomed. Health Informatics, 2022)

STEW: Simultaneous Task EEG Workload Dataset. - Wei Lun Lim; Olga Sourina; Lipo Wang (IEEE DataPort, 2022)

Heart Rate Based Cross-subject Stress Recognition. - Joanne Tan; Wei Lun Lim; Ruilin Li 001; Meng-Hsueh Hsieh; Olga Sourina; Chun-Hsien Chen (CW, 2023)

Ensemble of Randomized Neural Network and Boosted Trees for Eye-Tracking-Based Driver Situation Awareness Recognition and Interpretation. - Ruilin Li 001; Minghui Hu 001; Jian Cui 001; Lipo Wang; Olga Sourina (ICONIP (3), 2023)

An enhanced ensemble deep random vector functional link network for driver fatigue recognition. - Ruilin Li 001; Ruobin Gao; Liqiang Yuan; Ponnuthurai N. Suganthan; Lipo Wang; Olga Sourina (Eng. Appl. Artif. Intell., 2023)

A spectral-ensemble deep random vector functional link network for passive brain-computer interface. - Ruilin Li 001; Ruobin Gao; Ponnuthurai N. Suganthan; Jian Cui 001; Olga Sourina; Lipo Wang (Expert Syst. Appl., 2023)

EEG-Based Cross-Subject Driver Drowsiness Recognition With an Interpretable Convolutional Neural Network. - Jian Cui 001; Zirui Lan; Olga Sourina; Wolfgang Müller-Wittig (IEEE Trans. Neural Networks Learn. Syst., 2023)

Heart Rate based Fatigue Recognition for Human Factors Evaluation. - Wei Lun Lim; Chang Shen Hoe; Ruilin Li 001; Meng-Hsueh Hsieh; Ziqing Xia; Olga Sourina; Chun-Hsien Chen (CW, 2024)

TFormer: A time-frequency Transformer with batch normalization for driver fatigue recognition. - Ruilin Li 001; Minghui Hu 001; Ruobin Gao; Lipo Wang; Ponnuthurai N. Suganthan; Olga Sourina (Adv. Eng. Informatics, 2024)

Autoencoder-enabled eye-tracking data analytics for objective assessment of user preference in humanoid robot appearance design. - Fan Li 015; Chun-Hsien Chen; Yisi Liu; Danni Chang; Jian Cui 001; Olga Sourina (Expert Syst. Appl., 2024)