Peer Reviewed Journal Papers (by Areas):





Area 1. Human Performance Modeling with its Applications in Intelligent System Design

Area 2. Transportation Safety and Transportation Systems

Area 3. Human-Machine Interaction and Healthcare

Area 4. Smart Energy Systems for Sustainability

Area 1. Human Performance Modeling and its Applications in Intelligent System Design (Selected Papers)




Mathematical Modeling of Human Performance with Queuing Network-Model Human Processor

Learning materials of the Mathematical Modeling of Human Performance with Queuing Network-Model Human Processor

Contact Dr. Wu if you need a specific design tool for your human-machine interface, saving huge experiment cost

TitleYearDownloadReference
The Five Key Questions in Human Performance Modeling2018[PDF]Wu, C.* (2018) The Five Key Questions in Human Performance Modeling, International Journal of Industrial Ergonomics , 63, 3-6.
Queuing Network Modeling of Psychological Refractory Period (PRP)2008[PDF] Wu, C.* , and Liu, Y. (2008) Queuing Network Modeling of Psychological Refractory Period (PRP), Psychological Review [Impact Factor: 8.83], 115 (4), 913-954
Queuing Network Modeling of Transcription Typing2008[PDF]Wu, C.* , and Liu, Y. (2008) Queuing Network Modeling of Transcription Typing, ACM Transactions on Computer-Human Interaction (TOCHI), 15 (1), 6:1-45
Queuing Network Modeling of a Real-time Psychophysiological Index of Mental Workload---P300 in Event-Related Potential (ERP)2008[PDF]Wu, C.* , Liu, Y. and Walsh, C. (2008) Queuing Network Modeling of a Real-time Psychophysiological Index of Mental Workload---P300 in Event-Related Potential (ERP), IEEE Transactions on Systems, Man, and Cybernetics (Part A), 38 (5), 1068-1083
Queuing Network Modeling of Driver Workload and Performance2007[PDF]Wu, C.* , and Liu, Y. (2007) Queuing Network Modeling of Driver Workload and Performance, IEEE Transactions on Intelligent Transportation Systems, vol 8 (3), 528-537
Development of an Adaptive Workload Management System using Queueing Network-Model of Human Processor2008[PDF]Wu, C.* , Tsimhoni, O., and Liu, Y. (2008) Development of an Adaptive Workload Management System using Queueing Network-Model of Human Processor, IEEE Transactions on Intelligent Transportation Systems, 9 (3), 463-475
Application of Scheduling Methods in Designing Multimodal In-vehicle Systems2008[PDF]Wu, C.* , Tsimhoni, O., and Liu, Y. (2008) Application of Scheduling Methods in Designing Multimodal In-vehicle Systems, SAE International Journal of Passenger Cars-Electronic and Electrical Systems, 2008 (1), 202-210
A Human-in-the-loop Wireless Warning Message Notification Model and Its Application in Connected Vehicle Systems2016[PDF]Zhang, Y., Wu, C*., and Wan, J (2016) A Human-in-the-loop Wireless Warning Message Notification Model and Its Application in Connected Vehicle Systems, Journal of Intelligent Transportation Systems, 21(2), 148-166
Mathematical Modeling of the Effects of Speech Warnings Characteristics on Human Performance and Its Application in Transportation Cyber-Physical Systems2016[PDF]Zhang, Y., Wu, C*., and Wan, J (2016) Mathematical Modeling of the Effects of Speech Warnings Characteristics on Human Performance and Its Application in Transportation Cyber-Physical Systems, IEEE Transactions on Intelligent Transportation Systems, 17(11), 3062-3074
Development and Validation of a Model to Predict Blood Alcohol Concentrations: Updating the NHTSA Equation2017[PDF]Zhang, Y., Wu, C*., and Wan, J. (2017) Development and Validation of a Model to Predict Blood Alcohol Concentrations: Updating the NHTSA Equation, Addictive Behaviors, 71, 46
Integrating Human Behavior Modeling and Data Mining Techniques to Predict Human Errors in Numerical Typing2017[PDF]Lin, C., Wu, C.* Chaovalitwongse, W. (2017) Integrating Human Behavior Modeling and Data Mining Techniques to Predict Human Errors in Numerical Typing, IEEE Transactions on Human-Machine Systems, 5(1), 39-50
Mathematical Modeling of the Human Cognitive System in Two Serial Processing Stages with its Applications In Adaptive Workload-Management Systems2011[PDF] Lin, B., Wu, C.* (2011) Mathematical Modeling of the Human Cognitive System in Two Serial Processing Stages with its Applications In Adaptive Workload-Management Systems, IEEE Transactions on Intelligent Transportation Systems, vol 12 (1), 221-231
A Queuing Model-based Intelligent Human-Machine Task Allocator2012[PDF]Wu, C.*, Liu, Yijun, and Lin, B. (2012) A Queuing Model-based Intelligent Human-Machine Task Allocator, IEEE Transactions on Intelligent Transportation System
Modeling Traffic Control Agency Decision Behavior for Multi-modal Manual Signal Control under Event Occurrences2015[PDF]Ding, N., He, Q., Wu, C., Fetzer, J. (2015) Modeling Traffic Control Agency Decision Behavior for Multi-modal Manual Signal Control under Event Occurrences, IEEE Transactions on Intelligent Transportation Systems, 16(5), 2467-2478
Cognitive Psychological Process and Model of Pedestrian Road Crossing Behavior2013[PDF]Wu, C., Ma, S., Zhuang, X., (2013) Cognitive Psychological Process and Model of Pedestrian Road Crossing Behavior, Advances in Psychological Science, Issue (7), 1141-1149
Mathematical Modeling the Effects of Pacing, Finger Strategies and Urgency on Numerical Typing Performance with Queuing Network Model Human Processor2012[PDF] Lin, C., Wu, C.* (2012) Mathematical Modeling the Effects of Pacing, Finger Strategies and Urgency on Numerical Typing Performance with Queuing Network Model Human Processor, Ergonomics, 55(10),1180-1204
A Mathematical Model for the Prediction of Speeding with its Validation2013[PDF]Zhao, G., Wu, C.*, and Qiao, C. (2013) A Mathematical Model for the Prediction of Speeding with its Validation, IEEE Transactions on Intelligent Transportation Systems
Modeling Pedestrian Crossing Paths at Unmarked Roadway2013[PDF]Zhuang, X. and Wu, C.* (2013) Modeling Pedestrian Crossing Paths at Unmarked Roadway, IEEE Transactions on Intelligent Transportation Systems 14(3), 1438-1448
Mathematical Modeling of Driver Speed Control with Individual Differences2013[PDF]Zhao, G., and Wu, C.* (2013) Mathematical Modeling of Driver Speed Control with Individual Differences, IEEE Transactions on Systems, Man, and Cybernetics (Part A), 43(5), 1091-1104
A New Software Tool for Modeling Human Performance and Mental Workload2007[PDF]Wu, C.* , and Liu, Y. (2007) A New Software Tool for Modeling Human Performance and Mental Workload, Ergonomics in Design, vol 15 (2), 8-14
Development and Evaluation of an Ergonomic Software Package for Predicting Multiple-Task Human Performance and Mental Workload in Human-Machine Interface Design and Evaluation2009[PDF]Wu, C.* , and Liu, Y. (2009) Development and Evaluation of an Ergonomic Software Package for Predicting Multiple-Task Human Performance and Mental Workload in Human-Machine Interface Design and Evaluation, Computers & Industrial Engineering, 56(1), 323-333
Computational neuroergonomics2012[PDF]Liu, Y., Wu, C. and Berman, M. (2012). Computational neuroergonomics, NeuroImage, vol 59 (1), 109-116
A Computational Cognition Model of Perception, Memory, and Judgment2014[PDF]Fu, X., Cai, L., Liu, Y., Jia, J., Chen, W., Yi, Z., Zhao, G., Liu, Y., Wu, C. (2014) A Computational Cognition Model of Perception, Memory, and Judgment, Science China (Information Sciences), Volume 57, Issue 3, 1-15
Human Performance Modeling in Spatial Segmentation Chinese Handwriting Recognizer2003[PDF]Wu, C.* , Li, H., Yang, Q., and Zhang, K. (2003) Human Performance Modeling in Spatial Segmentation Chinese Handwriting Recognizer, Acta Psychologica Sinica, vol 35(6), 767-776

Area 2. Transportation Safety and Transportation Systems (Selected Papers)





TitleYearDownloadReference
Cross or Wait? Pedestrian decision making during clearance phase at signalized intersections2018[PDF]Zhuang, X., Wu, C., Ma, S. (2018) Cross or Wait? Pedestrian decision making during clearance phase at signalized intersections, Accident Analysis and Prevention, 111, 115-214
An investigation of perceived vehicle speed from a driver's perspective2017[PDF]Wu, C, Yu, D., Doherty, A, Zhang, T., Kust, L., Gang, L. (2017) An investigation of perceived vehicle speed from a driver's perspective, PLOS One, 11 pages
The Effects of Lead Time of Take-Over Request and Non-Driving Tasks on Taking-Over Control of Automated Vehicles2018[PDF]Wan, J., Wu, C.* (2018) The Effects of Lead Time of Take-Over Request and Non-Driving Tasks on Taking-Over Control of Automated Vehicles, IEEE Transactions on Human-Machine Systems, Accepted on Nov 19 2017
Effects of Flare Operation on Landing Safety: A Study Based on ANOVA of Real Flight Data2018[PDF]Wang, L., Yong, R., Wu, C. (2018) Effects of Flare Operation on Landing Safety: A Study Based on ANOVA of Real Flight Data, Safety Science, 102, 14-25
Display of Required Crossing Speed Improves Pedestrian Judgment of Crossing Possibility At Clearance Phase2018[PDF]Zhuang, X., Wu, C (2018) Display of Required Crossing Speed Improves Pedestrian Judgment of Crossing Possibility At Clearance Phase, Accident Analysis and Prevention, 112, 15-20
The Effects of Vibration Patterns of Take-Over Request and Non-Driving Tasks on Taking-Over Control of Automated Vehicles2018[PDF]Wan, J., Wu, C.* (2018) The Effects of Vibration Patterns of Take-Over Request and Non-Driving Tasks on Taking-Over Control of Automated Vehicles, International Journal of Human Computer Studies, 34, 987-998
Drinking and Driving Behavior at Stop Signs and Red Lights, Accident Analysis & Prevention2017[PDF]Wan, J., Wu, C.*, Zhang, Y. (2017) Drinking and Driving Behavior at Stop Signs and Red Lights, Accident Analysis & Prevention, 104, 10-17 (Impact Factor: 1.867; 5-year IF: 2.367)
Effects of Lead Time of Verbal Collision Warning Messages on Driving Behavior in Connected Vehicle Settings2016[PDF]Wan, J., Wu, C*., Zhang, Y. (2016) Effects of Lead Time of Verbal Collision Warning Messages on Driving Behavior in Connected Vehicle Settings, Journal of Safety Research, 8, 89-98
Addressing the Safety of Transportation Cyber-physical systems (CPS): Development and Validation of a Verbal Warning Utility Scale (VWUS) for Intelligent Transportation Systems2015[PDF]Zhang, Y., Wu, C, Qiao, C., Sadek, A., Hulme, K.(2015) Addressing the Safety of Transportation Cyber-physical systems (CPS): Development and Validation of a Verbal Warning Utility Scale (VWUS) for Intelligent Transportation Systems. Special Issue of Cyber-Physical Systems in Manufacturing and Service Systems, in the Journal of Mathematical Problems in Engineering, 2015(18), 1-13
Psychometric Examination and Validation of the Aggressive Driving Scale (ADS)2014[PDF]Zhang, Y., Houston, R., Wu, C., (2014) Psychometric Examination and Validation of the Aggressive Driving Scale (ADS). Aggressive Behavior, 8(1), 2131-2135
Performance Measures of Manual Multimodal Traffic Signal Control2014[PDF]Ding, N, He, Q, and Wu, C. (2014) Performance Measures of Manual Multimodal Traffic Signal Control, Journal of the Transportation Research Board, 2438(2438), 55-63
Factors Contributing to Hit-and-Run Crashes in China2014[PDF]Zhang, G., Li, G, Caic, T., Bishaid, D., Wu, C*, Chanf, Z. (2014) Factors Contributing to Hit-and-Run Crashes in China, Transportation Research Part F: Traffic Psychology and Behavior, 23, 113-124
Pedestrian Gestures Increase Driver Yielding at Uncontrolled Mid-block Road Crossings2014[PDF]Zhuang, X. and Wu, C*(2014) Pedestrian Gestures Increase Driver Yielding at Uncontrolled Mid-block Road Crossings Accident Analysis & Prevention, 70, 235-244
Simulation Based Testing and Evaluation Tools for Transportation Cyber-Physical Systems2015[PDF]Hou, Y., Zhao, Y., Wagh, A., Zhang, L., Qiao, C., Hulme, K., Wu, C., Sadek, A., and Liu, X (2015) Simulation Based Testing and Evaluation Tools for Transportation Cyber-Physical Systems, IEEE Transactions on Vehicular Technology
The Estimation of Vehicle Speed and Stopping Distance by Pedestrians Crossing Streets in a Naturalistic Traffic Environment2015[PDF]Sun, R., Zhuang, X., Wu, C.* (2015) The Estimation of Vehicle Speed and Stopping Distance by Pedestrians Crossing Streets in a Naturalistic Traffic Environment, Transportation Research Part F: Traffic Psychology and Behaviour, 30, 97-106
Pilot Operating Characteristics Analysis of Long Landing based on Flight QAR Data2013[PDF]Wang, L, Wu, C, Sun, R.. (2013). Pilot Operating Characteristics Analysis of Long Landing based on Flight QAR Data. Lecture Notes in Computer Science, Springer, V(8020), 157-166
An Analysis of Hard Landing Incidents Based on Flight QAR Data2014[PDF]Wang, L., Sun, R, Wu, C., Cui, Z., Lu, Z (2014) An Analysis of Hard Landing Incidents Based on Flight QAR Data, China Safety Science Journal, 2014 (2), 88-92
From Trees to Forest: Relational Complexity Network and Workload of Air Traffic Controllers2015[PDF]Zhang, J., Yang, J., Wu, C. (2015) From Trees to Forest: Relational Complexity Network and Workload of Air Traffic Controllers, Ergonomics, 58(8), 1320-1336
An Analysis of Flight Quick Access Recorder (QAR) Data and its Applications in Preventing Landing Incidents2014[PDF]Wang, L., Wu, C*. Sun, R. (2014) An Analysis of Flight Quick Access Recorder (QAR) Data and its Applications in Preventing Landing Incidents, Reliability Engineering & System Safety, 127, 86-96
Emerging Applications for Cyber Transportation Systems2014[PDF]Wagh, A., Hou, Y., Qiao, C., Zhang, L., Li, X., Sadek, A., Hulme, K., Wu, C., Xu, H., and Huang, L. (2014) Emerging Applications for Cyber Transportation Systems, Journal of Computer Science and Technology, 29(4), 562-575
Online Prediction of Driver Distraction Based on Brain Activity Patterns2015[PDF]Wang, S. Zhang, Y., Wu, C*. Chaovalitwongse, W. (2015) Online Prediction of Driver Distraction Based on Brain Activity Patterns, IEEE Transactions on Intelligent Transportation System, 16(1), 136-150
Navigating Cars in an Unfamiliar Country Using Internet Maps: Effects of Street Languages, Map Orientation Consistency, Gender on Driver Behavior2013[PDF]Wu, C.* , Zhao, G., Lin, B., & Lee, J (2013) Navigating Cars in an Unfamiliar Country Using Internet Maps: Effects of Street Languages, Map Orientation Consistency, Gender on Driver Behavior, Behaviour & Information Technology, 32(5), 425-437
The Effects of Sunshields on Red Light Running Behavior of Cyclists and Electric Bike Riders2013[PDF]Zhang, Y., Wu, C.*, (2013) The Effects of Sunshields on Red Light Running Behavior of Cyclists and Electric Bike Riders, Accident Analysis & Prevention, 52, 210-218
Effectiveness and Acceptance of the Intelligent Speeding Prediction System (ISPS)2013[PDF]Zhao, G. and Wu, C.* (2013) Effectiveness and Acceptance of the Intelligent Speeding Prediction System (ISPS), Accident Analysis & Prevention, 52, 19-28
The Red-Light Running Behavior of Electric Bike Riders and Cyclists at Urban Intersections in China: An Observational Study2012[PDF]Wu, C.*, Yao, L., & Zhang, K. (2012) The Red-Light Running Behavior of Electric Bike Riders and Cyclists at Urban Intersections in China: An Observational Study. Accident Analysis & Prevention, 9, 186-192
The Effects of Heavy Drinking and Socio-Economic Status on Sober Driving Behavior2010[PDF]Zhao, G., Wu, C.* , Houston, R., and Creager, W. (2010) The Effects of Heavy Drinking and Socio-Economic Status on Sober Driving Behavior, Traffic Injury Prevention, vol 11 (4), 342-352
Pedestrians Crossing Behaviors and Safety at Unmarked Roadway in China2011[PDF]Zhuang, X. and Wu, C.* (2011) Pedestrians Crossing Behaviors and Safety at Unmarked Roadway in China, Accident Analysis & Prevention, vol 43 (6), 1927-1936
The Effects of Driver Identity on Driving Safety in a Retrospective Feedback2012[PDF]Zhao, G. and Wu, C.* (2012) The Effects of Driver Identity on Driving Safety in a Retrospective Feedback, Accident Analysis & Prevention, vol 45, 354-365
A Holistic Approach to Service Delivery in Driver-in-the-Loop Vehicular CPS2013[PDF]Li, X., Qiao. C., Wagh, A., Sudhakaar, R., Addepalli, S., Wu, C. and Sadek, A. (2013) A Holistic Approach to Service Delivery in Driver-in-the-Loop Vehicular CPS, IEEE Journal on Selected Areas in Communication (IEEE JSAC)
Young Driving Learners' Intention to Use a Handheld or Hands-free Mobile Phone When Driving2009[PDF]Zhou, R., Wu, C., Rau, P. And Zhang, W (2009). Young Driving Learners' Intention to Use a Handheld or Hands-free Mobile Phone When Driving, Transportation Research Part F: Traffic Psychology and Behaviour, 12(3), 208-217
P300 Amplitude Reflects Individual Differences of Navigation Performance in a Driving Task2012[PDF]Ou, B., Wu, C. *, Zhao, G. and Wu, J. (2012) P300 Amplitude Reflects Individual Differences of Navigation Performance in a Driving Task, International Journal of Industrial Engineering, vol 42(1), 8-16
The Safety Margin and Perceived Safety of Pedestrians at Unmarked Roadway2012[PDF]Zhuang, X. and Wu, C.* (2012) The Safety Margin and Perceived Safety of Pedestrians at Unmarked Roadway, Transportation Research Part F: Traffic Psychology and Behaviour, vol 15(2), 119-131
Traffic Safety of E-Bike Riders in China: Safety Attitudes, Risk Perception, and Aberrant Riding Behaviors2012[PDF]Yao, L. and Wu, C.* (2012) Traffic Safety of E-Bike Riders in China: Safety Attitudes, Risk Perception, and Aberrant Riding Behaviors, Journal of the Transportation Research Board
Predictive Models of Safety Based on Audit Findings: Part 1: Model Development and Reliability2013[PDF]Hsiao, Y., Drury, C., Wu, C. and Paquet, V. (2013) Predictive Models of Safety Based on Audit Findings: Part 1: Model Development and Reliability, Applied Ergonomics
Predictive Models of Safety Based on Audit Findings: Part 2: Model Validation and Applications2013[PDF]Hsiao, Y., Drury, C., Wu, C. and Paquet, V. (2013) Predictive Models of Safety Based on Audit Findings: Part 2: Model Validation and Applications, Applied Ergonomics

Area 3. Human-Machine Interaction and Healthcare (Selected Papers)





TitleYearDownloadReference
Residents' Numeric Inputting Error in Computerized Physician Order Entry Prescription2016[PDF]Wu, X., Wu, C*., Zhang, K. (2016) Residents' Numeric Inputting Error in Computerized Physician Order Entry Prescription, International Journal of Medical Informatics
Human Performance Modeling in Temporary Segmentation Chinese Character Handwriting Recognizers2003[PDF]Wu, C.* , Zhang, K., and Hu, Y. (2003) Human Performance Modeling in Temporary Segmentation Chinese Character Handwriting Recognizers, International Journal of Human Computer Studies, 58, 483-508
Factors Affecting Numerical Typing Performance of Young People in a Hear-and-type Task2011[PDF]Lin, C. and Wu, C.* (2011) Factors Affecting Numerical Typing Performance of Young People in a Hear-and-type Task, Ergonomics, vol 54 (12), 1159-1174
Early Detection of Numerical Typing Errors Using Data Mining Techniques2011[PDF]Wang, S., Lin, C., Wu, C., and Chaovalitwongse, W. (2011). Early Detection of Numerical Typing Errors Using Data Mining Techniques, IEEE Transactions on Systems, Man, and Cybernetics (Part A), vol 41 (6), 1199-1212
Improved Link Analysis Method for User Interface Design---Modified Link Table and Optimization-based Algorithm2010[PDF]Lin, C. and Wu, C.* (2010) Improved Link Analysis Method for User Interface Design---Modified Link Table and Optimization-based Algorithm, Behaviour & Information Technology, vol 29 (2), 199-216
Reactions, Accuracy and Response Complexity of Numerical Typing on Touchscreens2013[PDF]Lin, C. and Wu, C.* (2013) Reactions, Accuracy and Response Complexity of Numerical Typing on Touchscreens, Ergonomics
The Influence of Dispositional Mindfulness on Safety Behaviors2014[PDF]Zhang, J., Wu, C.* (2014) The Influence of Dispositional Mindfulness on Safety Behaviors, Accident Analysis and Prevention
The Role, Status, and Current Development of Engineering Psychology2011[PDF]Sun, X., Wu, C., Zhang, L., Qu, W. (2011) The Role, Status, and Current Development of Engineering Psychology, Bulletin of the Chinese Academy of Sciences, 2011 (6), 650-660
The Influence of Individual and Team Cognitive Ability on Operators Task and Safety Performance: A Multilevel Field Study in Nuclear Power Plants2013[PDF]Zhang, J., Li, Y., Wu, C.* (2013) The Influence of Individual and Team Cognitive Ability on Operators Task and Safety Performance: A Multilevel Field Study in Nuclear Power Plants, PLOS ONE, 8(12), e84528 (9 pages)
Predicting Numerical Data Entry Errors by Classifying EEG Signals with Linear Discriminant Analysis2015[PDF]Lin, C. and Wu, C.* (2015) Predicting Numerical Data Entry Errors by Classifying EEG Signals with Linear Discriminant Analysis, Behaviour & Information Technology, vol 29(2), 199-216
Task Complexity Matters: The Influence of Trait Mindfulness on Task and Safety Performance of Nuclear Power Plant Operators2013[PDF]Zhang, J., Li, Y., Wu, C*. (2013) Task Complexity Matters: The Influence of Trait Mindfulness on Task and Safety Performance of Nuclear Power Plant Operators, Personality and Individual Differences
Effects of Field Dependence-Independence and Frame of Reference on Navigation Performance Using Multi-Dimensional Electronic Maps2016[PDF]Li, H., Zhang, Y., Wu, C., Mei, D. (2016) Effects of Field Dependence-Independence and Frame of Reference on Navigation Performance Using Multi-Dimensional Electronic Maps, Personality and Individual Differences, vol97, 289-299
Major Factors in Determining Human Performance in Using Handwriting Recognition Systems2003[PDF]Wu, C.* , Yang, Q., Zhang, K., and Hu, Y. (2003) Major Factors in Determining Human Performance in Using Handwriting Recognition Systems, Chinese Journal of Ergonomics , vol 9(3), 55-57
A Developmental Intervention Study on Children's Social Perspective-Taking2003[PDF]Lin, B., Cheng, L., Li, Q., and Wu, C. (2003) A Developmental Intervention Study on Children's Social Perspective-Taking, Psychological Science (China), vol 26(6), 1030-1033
Biased Information Sampling in Group Decision Making2001[PDF]Zheng, Q., Zhu, H., Hu, L., Wu, C., and Ding, Y. (2001) Biased Information Sampling in Group Decision Making, Acta Psychologica Sinica, vol 33(1), 68-74
A Review of Usability Evaluation Methods in Human Computer Interaction2001[PDF]Wu, C.* (2001) A Review of Usability Evaluation Methods in Human Computer Interaction, Psychological Science (China), vol 6(24), 727-729
Inspection Methods in User Interface Usability Evaluation (a): Qualitative and Quantitative Comparison2000[PDF]Wu, C.* and Zhang, K. (2000) Inspection Methods in User Interface Usability Evaluation (a): Qualitative and Quantitative Comparison, Chinese Journal of Ergonomics, vol 6(4), 35-38
Inspection Methods in User Interface Usability Evaluation (b): Introduction and Evaluation2000[PDF]Wu, C.* and Zhang, K. (2000) Inspection Methods in User Interface Usability Evaluation (b): Introduction and Evaluation, Chinese Journal of Ergonomics, vol 6(3), 54-57
When to use vibrotactile displays? A meta-analysis for the role of vibrotactile displays in human–computer interaction2022[PDF]Chai, C., Shi, J., Wu, C., Zhou, Y., Zhang, W., Liao, J., (2022) When to use vibrotactile displays? A meta-analysis for the role of vibrotactile displays in human–computer interaction, Applied Ergonomics
Communication Between Automated Vehicles and Drivers in Manual Driving Vehicles: Using a Robotic Arms to Produce Gestures. International Journal of Human–Computer Interaction2022[PDF]Zhang, W., Wu, C*., You, X., Kust, L., Cheng, Y., Shi J (2022). Communication Between Automated Vehicles and Drivers in Manual Driving Vehicles: Using a Robotic Arms to Produce Gestures. International Journal of Human–Computer Interaction

Area 4. Smart Energy Systems for Sustainability (Selected Papers)





TitleYearDownloadReference
Addressing Human Factors in Electric Vehicle System Design: Building an Integrated Computational Human-Electric Vehicle Framework2012[PDF]Wu, C.*, Wan, J., and Zhao, G. (2012) Addressing Human Factors in Electric Vehicle System Design: Building an Integrated Computational Human-Electric Vehicle Framework, Journal of Power Source
Saving Energy when using Air conditioners in Offices--Behavioral Pattern and Design Indications2014[PDF]Zhuang, X., Wu, C.* (2014) Saving Energy when using Air conditioners in Offices--Behavioral Pattern and Design Indications, Energy and Buildings
A Fuel Economy Optimization System with Applications in Vehicles with Human Drivers and Autonomous Vehicles2011[PDF]Wu, C.*, Zhao, G., and Ou, B. (2011) A Fuel Economy Optimization System with Applications in Vehicles with Human Drivers and Autonomous Vehicles, Transportation Research Part D: Transport and Environment, vol 16 (7), 515-524

Peer Reviewed Book Chapters





TitleYearDownloadReference
Optimization in the Brain? ---Modeling Human Behavior and Brain Activation Patterns with Queuing Network and Reinforcement Learning Algorithms2010[PDF]Wu, C.* , Berman, M., & Liu, Y. (2010). Optimization in the Brain? ---Modeling Human Behavior and Brain Activation Patterns with Queuing Network and Reinforcement Learning Algorithms. In A. Chaovalitwongse & P. Xanthopoulos (Eds.), Computational Neuroscience. Springer, New York

Peer Reviewed Proceeding Papers





TitleYearPresentationReference
Do Type 2 Diabetes Patients Have Declined Driving Performance During Non-Hypoglycemia? A Preliminary Simulated Driving Study2017Ma, S. Zhang, J., Zhao, G., Wu, C. (2017) Do Type 2 Diabetes Patients Have Declined Driving Performance During Non-Hypoglycemia? A Preliminary Simulated Driving Study. Human Factors and Ergonomics Annual Meeting, Oct 2017, Austin, TX, USA
Learns to Integrate Mathematical Models in Human Performance Modeling2017Zhang, Y., Wu, C (2017) Learns to Integrate Mathematical Models in Human Performance Modeling. Human Factors and Ergonomics Annual Meeting, Oct 2017, Austin, TX, USA
A Novel 2D-3D Hybrid Approach to Vehicle Trajectory and Speed Estimation2014Chanawangsa, P. Chen, C., Wan, J., Wu, C. (2014) A Novel 2D-3D Hybrid Approach to Vehicle Trajectory and Speed Estimation. 17th International IEEE Conference on Intelligent Transportation Systems. Qindao, China.
Enhancing Speed Estimation Accuracy of Electric Bike Riders Through Training2014Rui, J. Zhang, J., Zhao, G., Wu, C. (2014) Enhancing Speed Estimation Accuracy of Electric Bike Riders Through Training. 17th International IEEE Conference on Intelligent Transportation Systems. Qindao, China.
The effect of driver speed prediction-based battery management system on Li-on battery performance for electric vehicles20145 pages of conference paper and an invited presentation in the conferenceWan, J. and Wu, C. (2014). The effect of driver speed prediction-based battery management system on Li-on battery performance for electric vehicles. Proceedings of the Human Factors and Ergonomics Society Annual Meeting. Chicago, IL, USA.
The effects of lead time of verbal collision warning messages on driving performance20145 pages of conference paper and an invited presentation in the conferenceWan, J., Wu, C., & Zhang Y. (2014). The effects of lead time of verbal collision warning messages on driving performance. 21st World Congress on Intelligent Transport Systems, Detroit, USA.
The effect of autonomous speed control system: an investigation on minimum headway and drivers acceptance20145 pages of conference paper and an invited presentation in the conferenceHou, Y., Wan, J., Zhao, Y., Hulme, K., Wu, C., and Qiao C. (2014). The effect of autonomous speed control system: an investigation on minimum headway and drivers acceptance. 21st World Congress on Intelligent Transport Systems, Detroit, USA.
Modeling the effect of loudness and semantics of speech warnings on human performances20145 pages of conference paper and an invited presentation in the conferenceZhang, Y., Wu, C. (2014). Modeling the effect of loudness and semantics of speech warnings on human performances. In Proceedings of the Human Factors and Ergonomics Society Annual Meeting. SAGE Publications, Chicago, IL, USA.
The application of the human-in-the-loop warning messages notification model in the design of vehicle-to-infrastructure (V2I) communication systems20145 pages of conference paper and an invited presentation in the conferenceZhang, Y., Wu, C. (2014). The application of the human-in-the-loop warning messages notification model in the design of vehicle-to-infrastructure (V2I) communication systems. In 21th World Congress on Intelligent Transport Systems, Detroit, MI, USA
Performance Measures of Manual Multi-Modal Traffic Signal Control201318 pages of conference paper and an invited presentation in the conferenceDing, N, He, Q., and Wu, C. (2013) Performance Measures of Manual Multi-Modal Traffic Signal Control, Transportation Research Board (TRB) 2014 Annual Meeting, Washington, DC.
Vehicle Speed Control Algorithms for Eco-Driving20132 pages of conference paper and an invited presentation in the conferenceKundu, S., Wagh, A., Qiao, C., Li, X., Sadek, A., Hulme, K., Wu, C. (2013), Vehicle Speed Control Algorithms for Eco-Driving, The 2nd International Conference on Connected Vehicles (ICCVE 2013), Las Vegas, Nevada, US
Development and Validation of Warning Message Utility Scale (WMUS)20135 pages of conference paper and an invited presentation in the conference Zhang, Y., Wu, C., Wan, J., and Qiao, C. (2013) Development and Validation of Warning Message Utility Scale (WMUS) 2013 International Annual Meeting of the Human Factors and Ergonomics Society, October, 2013, San Diego, California, USA
The Effects of Image Set Size and Time Pressure on Human Performance and Mental Workload in a Cyber Image Search Task20135 pages of conference paper and an invited presentation in the conferenceZhao, G ., Wu, C., Liu, Yongjing (2013) The Effects of Image Set Size and Time Pressure on Human Performance and Mental Workload in a Cyber Image Search Task 2013 International Annual Meeting of the Human Factors and Ergonomics Society, October, 2013, San Diego, California, USA.
Addressing Design and Human Factors Challenges in Cyber-Transportation Systems with an Integrated Traffic-Driving-Networking Simulator20113 pages of conference paper and an invited presentation in the conferenceQiao, C., Sadek, A., Hulme, K., and Wu, C. (2011) Addressing Design and Human Factors Challenges in Cyber-Transportation Systems with an Integrated Traffic-Driving-Networking Simulator, NSF/NIST/USCAR Workshop on Automotive Cyber-Physical Systems, Troy, Michigan.
Addressing Human Factors in Electronic Vehicle System Design: Building an Integrated Human-Electric Vehicle Framework20116 pages of conference paper and an invited presentation in the conference Wu, C., Wan, J., and Li, L. (2011) Addressing Human Factors in Electronic Vehicle System Design: Building an Integrated Human-Electric Vehicle Framework, The 14th International IEEE Conference on Intelligent Transportation Systems (ITSC 11), Washington D.C.
Mathematical Modeling of Average Driver Speed Control with the Integration of Queuing Network-Model Human Processor and Rule-Based Decision Field Theory20115 pages of conference paper and an invited presentation in the conferenceZhao, G .and Wu, C. (2011) Mathematical Modeling of Average Driver Speed Control with the Integration of Queuing Network-Model Human Processor and Rule-Based Decision Field Theory, 55th Annual Meeting of Human Factors and Ergonomics Society (HFES). Las Vegas, Nevada.
20115 pages of conference paper and an invited presentation in the conferenceLin, C. and Wu, C. (2011) Human Performance in Numerical Hear-and-type Tasks, 55th Annual Meeting of Human Factors and Ergonomics Society (HFES). Las Vegas, Nevada.
. Human Centric Data Fusion in Vehicular Cyber-Physical Systems20116 pages of conference paper and an invited presentation in the conferenceWagh, A., Li, X., Wan, J. Qiao, C., and Wu, C (2011). Human Centric Data Fusion in Vehicular Cyber-Physical Systems, The First International Workshop on Cyber-Physical Networking Systems (CPNS). Shanghai, China, April 15, 2011.
ERP P300 Amplitude reflects human navigation performance in driving20095 pages of conference paper and an invited presentation in the conferenceOu, B., Wu, C., Lee, J., and Zhao, G (2009). ERP P300 Amplitude reflects human navigation performance in driving, The 53rd Annual Meeting of Human Factors and Ergonomics Society, San Antonio, Texas.
Detecting Typing Errors in a Numerical Typing Task with Linear Discriminant Analysis of Single Trial EEG20095 pages of conference paper and an invited presentation in the conferenceLin, C. and Wu, C. (2009) Detecting Typing Errors in a Numerical Typing Task with Linear Discriminant Analysis of Single Trial EEG, The 53rd Annual Meeting of Human Factors and Ergonomics Society, San Antonio, Texas.
The Effects of Binge Drinking and Socio-Economic Status on Sober Driving Behavior20095 pages of conference paper and an invited presentation in the conferenceZhao, G., Wu, C., Houston, R., and Creager, W. (2009) The Effects of Binge Drinking and Socio-Economic Status on Sober Driving Behavior, The 53rd Annual Meeting of Human Factors and Ergonomics Society, San Antonio, Texas.
Queuing Network Modeling of Transcription Typing200910 pages of conference paper and an invited presentation in the conferenceWu, C. and Liu, Y. (2009) Queuing Network Modeling of Transcription Typing, CHI Conference, Boston, USA.
Determine Optimal Interval of In-vehicle Messages in Adaptive Workload Management System using Mathematical Modeling Approaches200910 pages of conference paper and an invited presentation in the conferenceWu, C. (2009) Determine Optimal Interval of In-vehicle Messages in Adaptive Workload Management System using Mathematical Modeling Approaches, 17th Congress of the International Ergonomics Association (IEA) August, 2009, Beijing, China.
Improving Link Analysis Method in User Interface Design using a New Computational Optimization Algorithm20085 pages of conference paper and an invited presentation in the conference Lin, C., Yu, W., and Wu, C. (2008) Improving Link Analysis Method in User Interface Design using a New Computational Optimization Algorithm, The 52nd Annual Conferences of Human Factors & Ergonomics Annual Meeting, New York City, New York, USA.
Development of Intelligent Navigation Systems for Chinese Users20089 pages of conference paper and an invited presentation in the conferenceZhao, G., Wu, C., Li, J., Ou, B., and Sun, X. (2008) Development of Intelligent Navigation Systems for Chinese Users, Society of Automobile Engineering (SAE) World Congress, Detroit, Michigan, USA.
A 3-node Queuing Network Template of Cognitive and Neural Differences As Induced by Gray and White Matter Changes20076 pages of conference paper and a poster in the conferenceBerman, M., Liu, Y., and Wu, C. (2007). A 3-node Queuing Network Template of Cognitive and Neural Differences As Induced by Gray and White Matter Changes, International Conference of Cognitive Modeling (ICCM) 2007. Ann Arbor, MI, USA.
Queuing Network Modeling of Driver Workload and Performance20065 pages of conference paper and an invited presentation in the conferenceWu, C. and Liu, Y. (2006) Queuing Network Modeling of Driver Workload and Performance, The 50th Annual Conference of the Human Factors and Ergonomics Society, San Francisco, CA, USA.
Queuing Network Modeling of a Real-time Psychophysiological Index of Mental Workload---P300 Amplitude in Event-Related Potential (ERP)20065 pages of conference paper and an invited presentation in the conference Wu, C. and Liu, Y. (2006) Queuing Network Modeling of a Real-time Psychophysiological Index of Mental Workload---P300 Amplitude in Event-Related Potential (ERP), The 50th Annual Conference of the Human Factors and Ergonomics Society, San Francisco, CA, USA.
Queuing Network Modeling of Age Differences in Driver Mental Workload and Performance20065 pages of conference paper and an invited presentation in the conference Wu, C. and Liu, Y. (2006) Queuing Network Modeling of Age Differences in Driver Mental Workload and Performance, The 50th Annual Conference of the Human Factors and Ergonomics Society, San Francisco, CA, USA.
Queuing Network Modeling of Reaction Time, Response Accuracy, and Stimulus-Lateralized Readiness Potential Onset Time in a Dual Task20066 pages of conference paper and a poster in the conference Wu, C. and Liu, Y. (2006) Queuing Network Modeling of Reaction Time, Response Accuracy, and Stimulus-Lateralized Readiness Potential Onset Time in a Dual Task, The 28th Annual Conference of the Cognitive Science Society, Vancouver, BC, Canada.
Modeling fMRI BOLD Signal and Reaction Time of a Dual Task with a Queuing Network Modeling Approach20066 pages of conference paper and a poster in the conferenceWu, C. and Liu, Y. (2006) Modeling fMRI BOLD Signal and Reaction Time of a Dual Task with a Queuing Network Modeling Approach, The 28th Annual Conference of the Cognitive Science Society, Vancouver, BC, Canada.
Learning Simulation through Team Projects20056 pages of conference paper and a poster in the conferenceTsimhoni, O., and Wu, C. (2005) Learning Simulation through Team Projects Winter Simulation Conference, Orlando, Kuhl, et al. eds., Orlando, FL, USA.
Modeling Behavioral and Brain Imaging Phenomena in Transcription Typing with Queuing Networks and Reinforcement Learning Algorithms, Proceedings of20046 pages of conference paper and a poster in the conferenceWu, C. and Liu, Y. (2004). Modeling Behavioral and Brain Imaging Phenomena in Transcription Typing with Queuing Networks and Reinforcement Learning Algorithms, Proceedings of the 2004 International Conference on Cognitive Modeling (ICCM-2004), Pittsburgh, PA, USA.
Modeling Human Transcription Typing with QN-MHP (Queuing Network-Model Human Processor), Proceedings of20045 pages of conference paper and an invited presentation in the conferenceWu, C. and Liu, Y. (2004). Modeling Human Transcription Typing with QN-MHP (Queuing Network-Model Human Processor), Proceedings of the 48th Annual Conference of the Human Factors and Ergonomics Society, New Orleans, LA, USA.
Modeling Psychological Refractory Period (PRP) and Practice Effect on PRP with Queuing Networks and Reinforcement Learning Algorithms, Proceedings of20046 pages of conference paper and a poster in the conferenceWu, C. and Liu, Y. (2004). Modeling Psychological Refractory Period (PRP) and Practice Effect on PRP with Queuing Networks and Reinforcement Learning Algorithms, Proceedings of the 2004 International Conference on Cognitive Modeling (ICCM-2004), Pittsburgh, PA, USA.
Prediction and Verification of the Human Performance Model in Online Chinese Characters Handwriting Recognizer200210 pages of conference paper and an invited presentation in the conferenceWu, C. and Zhang, K. (2002) Prediction and Verification of the Human Performance Model in Online Chinese Characters Handwriting Recognizer, Asia-Pacific Conference on Computer-Human Interaction (APCHI), Beijing, China.
Presentation of Visual and Audio Information for Human Computer Interface20015 pages of conference paper and an invited presentation in the conferenceLiu, Y., Fu, X., and Wu, C. (2001) Presentation of Visual and Audio Information for Human Computer Interface, Society for Information Display (SID), vol 32(1), 595-597

Conference Abstract





TitleYearReference
Optimization in the Brain?--Modeling Brain Activation Patterns and Human Behavior with Queuing Network and Reinforcement Learning Algorithms2008Wu, C. (2008) Optimization in the Brain?--Modeling Brain Activation Patterns and Human Behavior with Queuing Network and Reinforcement Learning Algorithms, Computational Neuroscience Conference, University of Florida, FL, USA
Queuing Network Modeling of Behavioral and Psychophysiological Measurements in Multitasking2006Wu, C., and Liu, Y. (2006) Queuing Network Modeling of Behavioral and Psychophysiological Measurements in Multitasking, Society of Mathematical Psychology's 2006 Annual Meeting, Vancouver, BC, Canada
Aggressive Driving Behavior: The P300 in Response to Aggressive and Normal Road Events2010Panczakiewicz A., Houston RJ, and Wu, C. (2010) Aggressive Driving Behavior: The P300 in Response to Aggressive and Normal Road Events, Psychophysiology, 47, S48-S48
Note: Student Name are in Italic font. * Corresponding Author.

Patents and Disclosures




  1. A Smart Energy-Saving System for Automatic Transmission Vehicles (Authorized)
  2. A New Algorithm and Method to Predict Li-ion Battery Lifetime in Electric Vehicle (Authorized)
  3. Patent Disclosure: A New Sensor System for Human Status Monitoring

Professional Activities




Research Demonstrations