Yisi Liu

According to our database, Yisi Liu authored at least 73 papers between 2010 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Leveraging crowd-sourced environmental data to assess air pollution exposure disparity: A case of Los Angeles County.

Tianjun Lu, Dulce A. Garcia, Armando Garcia, Yisi Liu

Int. J. Appl. Earth Obs. Geoinformation, December, 2023

Taxonomic analysis of asteroids with artificial neural networks.

Nanping Luo, Xiaobin Wang, Shenghong Gu, Antti Penttilä, Karri Muinonen, Yisi Liu

CoRR, 2023

Physics-Informed Deep Learning to Reduce the Bias in Joint Prediction of Nitrogen Oxides.

Lianfa Li, Roxana Khalili, Frederick W. Lurmann, Nathan Pavlovic, Jun Wu, Yan Xu, Yisi Liu, Karl O'Sharkey, Beate Ritz, Luke Oman, Meredith Franklin, Theresa Bastain, Shohreh F. Farzan, Carrie Breton, Rima Habre

CoRR, 2023

A Fast and Accurate Pitch Estimation Algorithm Based on the Pseudo Wigner-Ville Distribution.

Yisi Liu, Peter Wu, Alan W. Black, Gopala Krishna Anumanchipalli

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Attention Distribution and Decision-Making in the Process of Robot's Appearance Design and Selection.

Nicholas Hong Li Khoo, Fan Li, Chun-Hsien Chen, Yisi Liu, Fitri Trapsilawati, Olga Sourina

Proceedings of the Cross-Cultural Design. Product and Service Design, Mobility and Automotive Design, Cities, Urban Areas, and Intelligent Environments Design, 2022

2021

Human factors evaluation in VR-based shunting training.

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

Vis. Comput., 2021

Simulation of swimming sports image recognition based on multi-core processor and dynamic image sampling.

Yisi Liu, Gaowei Zhao

Microprocess. Microsystems, 2021

EEG-based Cross-Subject Driver Drowsiness Recognition with Interpretable CNN.

Jian Cui, Yisi Liu, Zirui Lan, Olga Sourina, Wolfgang Müller-Wittig

CoRR, 2021

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, Fan Li, Olga Sourina, Wolfgang Müller-Wittig

CoRR, 2021

Computer auxiliary diagnosis technique of detecting cholangiocarcinoma based on medical imaging: A review.

Shiyu Wang, Xiang Liu, Jingwen Zhao, Yiwen Liu, Shuhong Liu, Yisi Liu, Jingmin Zhao

Comput. Methods Programs Biomed., 2021

An improved Bayesian collocation method for steady-state response analysis of structural dynamic systems with large interval uncertainties.

Yisi Liu, Xiaojun Wang, Yunlong Li

Appl. Math. Comput., 2021

Usability Evaluation of Hybrid 2D-3D Visualization Tools in Basic Air Traffic Control Operations.

Fan Li, Yisi Liu, Gangyan Xu, Jian Cui, Chun-Hsien Chen, Olga Sourina, Henry Johan, Wolfgang Müller-Wittig

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

VR-based Training on Handling LNG Related Emergency in the Maritime Industry.

Yisi Liu, Zirui Lan, Benedikt Tschoerner, Satinder Singh Virdi, Fan Li, Jian Cui, Olga Sourina, Daniel Zhang, Wolfgang Müller-Wittig

Proceedings of the International Conference on Cyberworlds, 2021

Subject-Independent Drowsiness Recognition from Single-Channel EEG with an Interpretable CNN-LSTM model.

Jian Cui, Zirui Lan, Tianhu Zheng, Yisi Liu, Olga Sourina, Lipo Wang, Wolfgang Müller-Wittig

Proceedings of the International Conference on Cyberworlds, 2021

2020

Inter-subject transfer learning for EEG-based mental fatigue recognition.

Yisi Liu, Zirui Lan, Jian Cui, Olga Sourina, Wolfgang Müller-Wittig

Adv. Eng. Informatics, 2020

Psychophysiological evaluation of seafarers to improve training in maritime virtual simulator.

Yisi Liu, Zirui Lan, Jian Cui, Gopala Krishnan, Olga Sourina, Dimitrios Konovessis, Hock Eng Ang, Wolfgang Müller-Wittig

Adv. Eng. Informatics, 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

Evaluation of Humanoid Robot Design Based on Global Eye-Tracking Metrics.

Fan Li, Danni Chang, Yisi Liu, Jian Cui, Shanshan Feng, Ning Huang, Chun-Hsien Chen, Olga Sourina

Proceedings of the Transdisciplinary Engineering for Complex Socio-technical Systems - Real-life Applications, 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, Fan Li, Olga Sourina, Daniel Zhang, David Chai, Wolfgang Müller-Wittig

Proceedings of the International Conference on Cyberworlds, 2020

2019

A modified leaky ReLU scheme (MLRS) for topology optimization with multiple materials.

Yisi Liu, Xiaojun Wang, Lei Wang, Dongliang Liu

Appl. Math. Comput., 2019

An inverse method for distributed dynamic load identification of structures with interval uncertainties.

Lei Wang, Yaru Liu, Yisi Liu

Adv. Eng. Softw., 2019

Proactive mental fatigue detection of traffic control operators using bagged trees and gaze-bin analysis.

Fan Li, Chun-Hsien Chen, Gangyan Xu, Li Pheng Khoo, Yisi Liu

Adv. Eng. Informatics, 2019

Smartphone-Based Self-Empowerment App on Secondary Prevention of Patients with Cardiovascular Disease.

Yisi Liu, Jingyi Chen, Karen V. Lamb, Peirong Wu, Polun Chang, Yanyan Cui, Ying Wu

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 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

Proceedings of the 2019 International Conference on Cyberworlds, 2019

Detection of Humanoid Robot Design Preferences Using EEG and Eye Tracker.

Yisi Liu, Fan Li, Lin Hei Tang, Zirui Lan, Jian Cui, Olga Sourina, Chun-Hsien Chen

Proceedings of the 2019 International Conference on Cyberworlds, 2019

EEG-Based Cross-Subject Mental Fatigue Recognition.

Yisi Liu, Zirui Lan, Jian Cui, Olga Sourina, Wolfgang Müller-Wittig

Proceedings of the 2019 International Conference on Cyberworlds, 2019

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, Chun-Hsien Chen, Wolfgang Müller-Wittig

Proceedings of the Advances in Human Factors of Transportation, 2019

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

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

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

Proceedings of the 2018 International Conference on Cyberworlds, 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

Proceedings of the 2018 International Conference on Cyberworlds, 2018

Stable Feature Selection for EEG-based Emotion Recognition.

Zirui Lan, Olga Sourina, Lipo Wang, Yisi Liu, Reinhold Scherer, Gernot R. Müller-Putz

Proceedings of the 2018 International Conference on Cyberworlds, 2018

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

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 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

Proceedings of the Transdisciplinary Engineering: A Paradigm Shift, 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

Proceedings of the Transdisciplinary Engineering: A Paradigm Shift, 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

Proceedings of the Transdisciplinary Engineering: A Paradigm Shift, 2017

Neurofeedback Training for Rifle Shooters to Improve Cognitive Ability.

Yisi Liu, Salem Chandrasekaran Harihara Subramaniam, Olga Sourina, Eesha Shah, Joshua Chua, Kirill Ivanov

Proceedings of the 2017 International Conference on Cyberworlds, 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

Proceedings of the 2017 International Conference on Cyberworlds, 2017

2016

Real-time EEG-based emotion monitoring using stable features.

Zirui Lan, Olga Sourina, Lipo Wang, Yisi Liu

Vis. Comput., 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

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

Assessing haptic video interaction with neurocognitive tools.

Shahzad Rasool, Xiyuan Hou, Yisi Liu, Alexei Sourin, Olga Sourina

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Individual alpha peak frequency based features for subject dependent EEG workload classification.

Wei Lun Lim, Olga Sourina, Lipo Wang, Yisi Liu

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 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

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Promoting mHealth in Nursing Practice in China.

Yisi Liu, Ying Wu, Yang Gong

Proceedings of the Nursing Informatics 2016 - eHealth for All: Every Level Collaboration, 2016

What Features of Smartphone Medication Applications Are Patients with Chronic Diseases and Caregivers Looking for?

Yisi Liu, Liuyu Wang, Polun Chang, Karen V. Lamb, Yanyan Cui, Ying Wu

Proceedings of the Nursing Informatics 2016 - eHealth for All: Every Level Collaboration, 2016

Quality of Chinese CVD Medication Apps.

Yisi Liu, Polun Chang, Nan Li, Karen V. Lamb, Jiani Wang, Xiuxiu Huang, Yi Wang, Ying Wu

Proceedings of the Nursing Informatics 2016 - eHealth for All: Every Level Collaboration, 2016

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

Proceedings of the 2016 International Conference on Cyberworlds, 2016

2015

The University of Illinois submission to the WMT 2015 Shared Translation Task.

Lane Schwartz, Bill Bryce, Chase Geigle, Sean Massung, Yisi Liu, Haoruo Peng, Vignesh Raja, Subhro Roy, Shyam Upadhyay

Proceedings of the Tenth Workshop on Statistical Machine Translation, 2015

EEG Based Stress Monitoring.

Xiyuan Hou, Yisi Liu, Olga Sourina, Yun Rui Eileen Tan, Lipo Wang, Wolfgang Müller-Wittig

Proceedings of the 2015 IEEE International Conference on Systems, 2015

Prediction of Human Cognitive Abilities Based on EEG Measurements.

Yisi Liu, Wei Lun Lim, Xiyuan Hou, Olga Sourina, Lipo Wang

Proceedings of the International Conference on Cyberworlds, 2015

CogniMeter: EEG-based Emotion, Mental Workload and Stress Visual Monitoring.

Xiyuan Hou, Yisi Liu, Olga Sourina, Wolfgang Müller-Wittig

Proceedings of the International Conference on Cyberworlds, 2015

EEG-based mental workload recognition related to multitasking.

Wei Lun Lim, Olga Sourina, Yisi Liu, Lipo Wang

Proceedings of the 10th International Conference on Information, 2015

Real-time EEG-based user's valence monitoring.

Zirui Lan, Yisi Liu, Olga Sourina, Lipo Wang

Proceedings of the 10th International Conference on Information, 2015

2014

Real-Time Subject-Dependent EEG-Based Emotion Recognition Algorithm.

Yisi Liu, Olga Sourina

Trans. Comput. Sci., 2014

EEG-based subject-dependent emotion recognition algorithm using fractal dimension.

Yisi Liu, Olga Sourina

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

EEG-enabled Affective Human-Computer Interfaces.

Olga Sourina, Yisi Liu

Proceedings of the Universal Access in Human-Computer Interaction. Design and Development Methods for Universal Access, 2014

Neurofeedback Games to Improve Cognitive Abilities.

Yisi Liu, Olga Sourina, Xiyuan Hou

Proceedings of the 2014 International Conference on Cyberworlds, 2014

Stability of Features in Real-Time EEG-based Emotion Recognition Algorithm.

Zirui Lan, Olga Sourina, Lipo Wang, Yisi Liu

Proceedings of the 2014 International Conference on Cyberworlds, 2014

2013

Real-Time Fractal-Based Valence Level Recognition from EEG.

Yisi Liu, Olga Sourina

Trans. Comput. Sci., 2013

EEG Databases for Emotion Recognition.

Yisi Liu, Olga Sourina

Proceedings of the 2013 International Conference on Cyberworlds, 2013

EEG-Enabled Affective Applications.

Olga Sourina, Yisi Liu

Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

EEG-Based Emotion-Adaptive Advertising.

Yisi Liu, Olga Sourina, Mohammad Rizqi Hafiyyandi

Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

2012

Real-time EEG-based emotion recognition for music therapy.

Olga Sourina, Yisi Liu, Minh Khoa Nguyen

J. Multimodal User Interfaces, 2012

EEG-based Dominance Level Recognition for Emotion-Enabled Interaction.

Yisi Liu, Olga Sourina

Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

EEG-based Valence Level Recognition for Real-Time Applications.

Yisi Liu, Olga Sourina

Proceedings of the 2012 International Conference on Cyberworlds, 2012

2011

Real-Time EEG-Based Emotion Recognition and Its Applications.

Yisi Liu, Olga Sourina, Minh Khoa Nguyen

Trans. Comput. Sci., 2011

Emotion-enabled EEG-based interaction.

Olga Sourina, Yisi Liu, Minh Khoa Nguyen

Proceedings of the SIGGRAPH Asia 2011 Posters, Hong Kong, December 12-15, 2011, 2011

EEG-Based Personalized Digital Experience.

Olga Sourina, Yisi Liu, Qiang Wang, Minh Khoa Nguyen

Proceedings of the Universal Access in Human-Computer Interaction. Users Diversity, 2011

Fractal-Based Brain State Recognition from EEG in Human Computer Interaction.

Olga Sourina, Qiang Wang, Yisi Liu, Minh Khoa Nguyen

Proceedings of the Biomedical Engineering Systems and Technologies, 2011

A Real-time Fractal-based Brain State Recognition from EEG and its Applications.

Olga Sourina, Qiang Wang, Yisi Liu, Minh Khoa Nguyen

Proceedings of the BIOSIGNALS 2011, 2011

A Fractal-based Algorithm of Emotion Recognition from EEG using Arousal-Valence Model.

Olga Sourina, Yisi Liu

Proceedings of the BIOSIGNALS 2011, 2011

2010

Real-Time EEG-Based Human Emotion Recognition and Visualization.

Yisi Liu, Olga Sourina, Minh Khoa Nguyen

Proceedings of the 2010 International Conference on CyberWorlds, 2010