Yisi Liu

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 58

Top Topics

Emotion Recognition

Geospatial Data

Top Venues

Trans. Comput. Sci.

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)
Xiao Huang, Siqin Wang, Tianjun Lu, Yisi Liu, Leticia Serrano-Estrada
Crowdsourced geospatial data is reshaping urban sciences. Int. J. Appl. Earth Obs. Geoinformation 127 (2024)
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
Physics-Informed Deep Learning to Reduce the Bias in Joint Prediction of Nitrogen Oxides. CoRR (2023)
Yisi Liu, Peter Wu, Alan W. Black, Gopala Krishna Anumanchipalli
A Fast and Accurate Pitch Estimation Algorithm Based on the Pseudo Wigner-Ville Distribution. ICASSP (2023)
Nanping Luo, Xiaobin Wang, Shenghong Gu, Antti Penttilä, Karri Muinonen, Yisi Liu
Taxonomic analysis of asteroids with artificial neural networks. CoRR (2023)
Tianjun Lu, Dulce A. Garcia, Armando Garcia, Yisi Liu
Leveraging crowd-sourced environmental data to assess air pollution exposure disparity: A case of Los Angeles County. Int. J. Appl. Earth Obs. Geoinformation 125 (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)
Yisi Liu, Peter Wu, Alan W. Black, Gopala Krishna Anumanchipalli
A Fast and Accurate Pitch Estimation Algorithm Based on the Pseudo Wigner-Ville Distribution. CoRR (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)
Shiyu Wang, Xiang Liu, Jingwen Zhao, Yiwen Liu, Shuhong Liu, Yisi Liu, Jingmin Zhao
Computer auxiliary diagnosis technique of detecting cholangiocarcinoma based on medical imaging: A review. Comput. Methods Programs Biomed. 208 (2021)
Yisi Liu, Xiaojun Wang, Yunlong Li
An improved Bayesian collocation method for steady-state response analysis of structural dynamic systems with large interval uncertainties. Appl. Math. Comput. 411 (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)
Yisi Liu, Gaowei Zhao
Simulation of swimming sports image recognition based on multi-core processor and dynamic image sampling. Microprocess. Microsystems 81 (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)
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)
Lei Wang, Yaru Liu, Yisi Liu
An inverse method for distributed dynamic load identification of structures with interval uncertainties. Adv. Eng. Softw. 131 (2019)
Yisi Liu, Xiaojun Wang, Lei Wang, Dongliang Liu
A modified leaky ReLU scheme (MLRS) for topology optimization with multiple materials. Appl. Math. Comput. 352 (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)
Yisi Liu, Jingyi Chen, Karen V. Lamb, Peirong Wu, Polun Chang, Yanyan Cui, Ying Wu
Smartphone-Based Self-Empowerment App on Secondary Prevention of Patients with Cardiovascular Disease. MedInfo (2019)
Fan Li, Chun-Hsien Chen, Gangyan Xu, Li Pheng Khoo, Yisi Liu
Proactive mental fatigue detection of traffic control operators using bagged trees and gaze-bin analysis. Adv. Eng. Informatics 42 (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)
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)
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, Polun Chang, Nan Li, Karen V. Lamb, Jiani Wang, Xiuxiu Huang, Yi Wang, Ying Wu
Quality of Chinese CVD Medication Apps. Nursing Informatics (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)
Yisi Liu, Ying Wu, Yang Gong
Promoting mHealth in Nursing Practice in China. Nursing Informatics (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)
Yisi Liu, Liuyu Wang, Polun Chang, Karen V. Lamb, Yanyan Cui, Ying Wu
What Features of Smartphone Medication Applications Are Patients with Chronic Diseases and Caregivers Looking for? Nursing Informatics (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)
Yisi Liu, Wei Lun Lim, Xiyuan Hou, Olga Sourina, Lipo Wang
Prediction of Human Cognitive Abilities Based on EEG Measurements. CW (2015)
Lane Schwartz, Bill Bryce, Chase Geigle, Sean Massung, Yisi Liu, Haoruo Peng, Vignesh Raja, Subhro Roy, Shyam Upadhyay
The University of Illinois submission to the WMT 2015 Shared Translation Task. WMT@EMNLP (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)
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)
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)
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)
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)
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)
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)
Olga Sourina, Yisi Liu
A Fractal-based Algorithm of Emotion Recognition from EEG using Arousal-Valence Model. BIOSIGNALS (2011)
Yisi Liu, Olga Sourina, Minh Khoa Nguyen
Real-Time EEG-Based Human Emotion Recognition and Visualization. CW (2010)