Yisi Liu

Most-cited papers

Real-Time EEG-Based Human Emotion Recognition and Visualization
Yisi Liu, O. Sourina, M. K. Nguyen
2010International Conference on Cyberworlds325 citations
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Real-Time EEG-Based Emotion Recognition and Its Applications
Yisi Liu, O. Sourina, M. K. Nguyen
2011IFIP International Conference on Theoretical Computer Science277 citations
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Real-time EEG-based emotion monitoring using stable features
Zirui Lan, O. Sourina, Lipo Wang, Yisi Liu
2015The Visual Computer211 citations
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EEG Based Stress Monitoring
Xiyuan Hou, Yisi Liu, O. Sourina, Yun Tan +2 more
2015IEEE International Conference on Systems, Man and Cybernetics162 citations
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A Fractal-based Algorithm of Emotion Recognition from EEG using Arousal-Valence Model
O. Sourina, Yisi Liu
2011International Conference on Bio-inspired Systems and Signal Processing145 citations Open access
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Real-Time Fractal-Based Valence Level Recognition from EEG
Yisi Liu, O. Sourina
2013IFIP International Conference on Theoretical Computer Science132 citations
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A Compact and Interpretable Convolutional Neural Network for Cross-Subject Driver Drowsiness Detection from Single-Channel EEG
Jian Cui, Zirui Lan, Yisi Liu, Ruilin Li +3 more
2021Methods124 citations Open access
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Real-Time Subject-Dependent EEG-Based Emotion Recognition Algorithm
Yisi Liu, O. Sourina
2014IFIP International Conference on Theoretical Computer Science120 citations
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Real-time EEG-based emotion recognition for music therapy
O. Sourina, Yisi Liu, M. K. Nguyen
2011Journal on Multimodal User Interfaces115 citations
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Inter-subject transfer learning for EEG-based mental fatigue recognition
Yisi Liu, Zirui Lan, Jian Cui, O. Sourina +1 more
2020Advanced Engineering Informatics97 citations
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EEG Databases for Emotion Recognition
Yisi Liu, O. Sourina
2013International Conference on Cyberworlds91 citations
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EEG-based subject-dependent emotion recognition algorithm using fractal dimension
Yisi Liu, O. Sourina
2014IEEE International Conference on Systems, Man and Cybernetics65 citations
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CogniMeter: EEG-based Emotion, Mental Workload and Stress Visual Monitoring
Xiyuan Hou, Yisi Liu, O. Sourina, W. Müller-Wittig
2015International Conference on Cyberworlds54 citations
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EEG-based Dominance Level Recognition for Emotion-Enabled Interaction
Yisi Liu, O. Sourina
2012IEEE International Conference on Multimedia and Expo47 citations
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EEG-Based Cross-Subject Mental Fatigue Recognition
Yisi Liu, Zirui Lan, Jian Cui, O. Sourina +1 more
2019International Conference on Cyberworlds43 citations Open access
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Psychophysiological evaluation of seafarers to improve training in maritime virtual simulator
Yisi Liu, Zirui Lan, Jian Cui, Gopala Krishnan +4 more
2020Advanced Engineering Informatics40 citations
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EEG-based Valence Level Recognition for Real-Time Applications
Yisi Liu, O. Sourina
2012International Conference on Cyberworlds40 citations
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SAFE: An EEG dataset for stable affective feature selection
Zirui Lan, Yisi Liu, O. Sourina, Lipo Wang +2 more
2020Advanced Engineering Informatics38 citations Open access
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EEG-based mental workload recognition related to multitasking
W. Lim, O. Sourina, Yisi Liu, Lipo Wang
2015International Conference on Information, Communications and Signal Processing38 citations
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Proactive mental fatigue detection of traffic control operators using bagged trees and gaze-bin analysis
Fan Li, Chun-Hsien Chen, Gang-Yan Xu, L. Khoo +1 more
2019Advanced Engineering Informatics37 citations
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Stability of Features in Real-Time EEG-based Emotion Recognition Algorithm
Zirui Lan, O. Sourina, Lipo Wang, Yisi Liu
2014International Conference on Cyberworlds34 citations
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Subject-Independent Drowsiness Recognition from Single-Channel EEG with an Interpretable CNN-LSTM model
Jian Cui, Zirui Lan, Tian Zheng, Yisi Liu +3 more
2021International Conference on Cyberworlds32 citations Open access
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EEG-Based Mental Workload and Stress Monitoring of Crew Members in Maritime Virtual Simulator
W. Lim, Yisi Liu, Salem Chandrasekaran Harihara Subramaniam, S. Liew +5 more
2018IFIP International Conference on Theoretical Computer Science32 citations
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Have you “involution” today—Competition psychology scale for college students
Yisi Liu, Yanli Tu, Hao-Tsung Yang, Jie Gao +2 more
2022Frontiers in Psychology26 citations Open access
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Neurofeedback Games to Improve Cognitive Abilities
Yisi Liu, O. Sourina, Xiyuan Hou
2014International Conference on Cyberworlds26 citations
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Mobile EEG-based situation awareness recognition for air traffic controllers
L. G. Yeo, Haoqi Sun, Yisi Liu, F. Trapsilawati +4 more
2017IEEE International Conference on Systems, Man and Cybernetics25 citations
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Real-time EEG-based user's valence monitoring
Zirui Lan, Yisi Liu, O. Sourina, Lipo Wang
2015International Conference on Information, Communications and Signal Processing25 citations
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EEG-Based Emotion-Adaptive Advertising
Yisi Liu, O. Sourina, Mohammad Rizqi Hafiyyandi
20132013 Humaine Association Conference on Affective Computing and Intelligent Interaction25 citations
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EEG-Based Personalized Digital Experience
O. Sourina, Yisi Liu, Qiang Wang, M. K. Nguyen
2011Interacción25 citations
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EEG-based Mental Workload and Stress Recognition of Crew Members in Maritime Virtual Simulator: A Case Study
Yisi Liu, Salem Chandrasekaran Harihara Subramaniam, O. Sourina, S. Liew +3 more
2017International Conference on Cyberworlds24 citations Open access
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A Real-time Fractal-based Brain State Recognition from EEG and its Applications
O. Sourina, Qiang Wang, Yisi Liu, M. K. Nguyen
2011International Conference on Bio-inspired Systems and Signal Processing22 citations Open access
Semantic Scholar
EEG-Based Human Factors Evaluation of Conflict Resolution Aid and Tactile User Interface in Future Air Traffic Control Systems
Xiyuan Hou, F. Trapsilawati, Yisi Liu, O. Sourina +3 more
201720 citations
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Detection of Humanoid Robot Design Preferences Using EEG and Eye Tracker
Yisi Liu, Fan Li, Lin-Hei Tang, Zirui Lan +3 more
2019International Conference on Cyberworlds19 citations Open access
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EEG-based Evaluation of Mental Fatigue Using Machine Learning Algorithms
Yisi Liu, Zirui Lan, Han-Zhi Khoo, King Ho Holden Li +2 more
2018International Conference on Cyberworlds18 citations Open access
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Fractal dimension based neurofeedback training to improve cognitive abilities
Yisi Liu, Xiyuan Hou, O. Sourina
2015Computer Science and Electronic Engineering Conference18 citations
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Individual Theta/Beta Based Algorithm for Neurofeedback Games to Improve Cognitive Abilities
Yisi Liu, Xiyuan Hou, O. Sourina, O. Bazanova
2015IFIP International Conference on Theoretical Computer Science16 citations
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CogniMeter: EEG-Based Brain States Monitoring
Xiyuan Hou, Yisi Liu, W. Lim, Zirui Lan +3 more
2016IFIP International Conference on Theoretical Computer Science15 citations
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Using Support Vector Regression to estimate valence level from EEG
Zirui Lan, G. Müller-Putz, Lipo Wang, Yisi Liu +2 more
2016IEEE International Conference on Systems, Man and Cybernetics14 citations
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Fractal-Based Brain State Recognition from EEG in Human Computer Interaction
O. Sourina, Qiang Wang, Yisi Liu, M. K. Nguyen
2011International Joint Conference on Biomedical Engineering Systems and Technologies13 citations
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Human Factors Evaluation of ATC Operational Procedures in Relation to Use of 3D Display
Yisi Liu, F. Trapsilawati, Zirui Lan, O. Sourina +4 more
2019International Conference on Applied Human Factors and Ergonomics12 citations
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EEG-enabled Affective Human-Computer Interfaces
O. Sourina, Yisi Liu
2014Interacción11 citations Open access
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EEG-Enabled Affective Applications
O. Sourina, Yisi Liu
20132013 Humaine Association Conference on Affective Computing and Intelligent Interaction11 citations
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Human Factor Study for Maritime Simulator-Based Assessment of Cadets
Yisi Liu, Xiyuan Hou, O. Sourina, D. Konovessis +1 more
201610 citations
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Neurofeedback Training for Rifle Shooters to Improve Cognitive Ability
Yisi Liu, Salem Chandrasekaran Harihara Subramaniam, O. Sourina, Eesha Shah +2 more
2017International Conference on Cyberworlds9 citations
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Emotion-enabled EEG-based interaction
O. Sourina, Yisi Liu, M. K. Nguyen
2011International Conference on Societal Automation9 citations
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A Fast and Accurate Pitch Estimation Algorithm Based on the Pseudo Wigner-Ville Distribution
Yisi Liu, Peter Wu, A. Black, G. Anumanchipalli
2022IEEE International Conference on Acoustics, Speech, and Signal Processing8 citations Open access
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Human factors evaluation in VR-based shunting training
B. Tschoerner, Fan Li, Zirui Lan, Yisi Liu +7 more
2021The Visual Computer8 citations Open access
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NeuroFeedback Training for Enhancement of the Focused Attention Related to Athletic Performance in Elite Rifle Shooters
Yisi Liu, Salem Chandrasekaran Harihara Subramaniam, O. Sourina, Eesha Shah +2 more
2018IFIP International Conference on Theoretical Computer Science8 citations
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Neurofeedback games for the enhancement of cognitive abilities related to multitasking
O. Sourina, Xiyuan Hou, Lipo Wang, W. Lim +1 more
20148 citations
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EEG-based human factors evaluation for maritime simulator-aided assessment
Yisi Liu, Xiyuan Hou, O. Sourina, D. Konovessis +1 more
20167 citations
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