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Anthony McDonald
Anthony McDonald
Assistant Professor, University of Wisconsin-Madison, Department of Industrial and Systems
wisc.edu의 이메일 확인됨 - 홈페이지
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Toward computational simulations of behavior during automated driving takeovers: a review of the empirical and modeling literatures
AD McDonald, H Alambeigi, J Engström, G Markkula, T Vogelpohl, ...
Human factors 61 (4), 642-688, 2019
2232019
A contextual and temporal algorithm for driver drowsiness detection
AD McDonald, JD Lee, C Schwarz, TL Brown
Accident Analysis & Prevention 113, 25-37, 2018
1112018
Steering in a random forest: Ensemble learning for detecting drowsiness-related lane departures
AD McDonald, JD Lee, C Schwarz, TL Brown
Human factors 56 (5), 986-998, 2014
1112014
Real-time detection of drowsiness related lane departures using steering wheel angle
AD McDonald, C Schwarz, JD Lee, TL Brown
Proceedings of the human factors and ergonomics society annual meeting 56 (1 …, 2012
1112012
Classification of driver distraction: A comprehensive analysis of feature generation, machine learning, and input measures
AD McDonald, TK Ferris, TA Wiener
Human factors 62 (6), 1019-1035, 2020
882020
Crash themes in automated vehicles: A topic modeling analysis of the California Department of Motor Vehicles automated vehicle crash database
H Alambeigi, AD McDonald, SR Tankasala
arXiv preprint arXiv:2001.11087, 2020
552020
Continuous monitoring and detection of post-traumatic stress disorder (PTSD) triggers among veterans: a supervised machine learning approach
AD McDonald, F Sasangohar, A Jatav, AH Rao
IISE Transactions on Healthcare Systems Engineering 9 (3), 201-211, 2019
502019
Text mining to decipher free-response consumer complaints: Insights from the NHTSA vehicle owner’s complaint database
M Ghazizadeh, AD McDonald, JD Lee
Human factors 56 (6), 1189-1203, 2014
502014
Classifying major depressive disorder using fNIRS during motor rehabilitation
Y Zhu, JK Jayagopal, RK Mehta, M Erraguntla, J Nuamah, AD McDonald, ...
IEEE Transactions on Neural Systems and Rehabilitation Engineering 28 (4 …, 2020
462020
Unsafe bicyclist overtaking behavior in a simulated driving task: The role of implicit and explicit attitudes
T Goddard, AD McDonald, H Alambeigi, AJ Kim, BA Anderson
Accident Analysis & Prevention 144, 105595, 2020
282020
The autonomous vehicle social network: Analyzing tweets after a recent Tesla autopilot crash
J Jefferson, AD McDonald
Proceedings of the human factors and ergonomics society annual meeting 63 (1 …, 2019
282019
Assessing the feasibility of vehicle-based sensors to detect drowsy driving
T Brown, J Lee, C Schwarz, D Fiorentino, A McDonald
272014
Night-shift nurses and drowsy driving: A qualitative study
A Smith, AD McDonald, F Sasangohar
International journal of nursing studies 112, 103600, 2020
242020
Variations on a theme: Topic modeling of naturalistic driving data
E McLaurin, AD McDonald, JD Lee, N Aksan, J Dawson, J Tippin, M Rizzo
Proceedings of the Human Factors and Ergonomics Society Annual Meeting 58 (1 …, 2014
222014
Steering or braking avoidance response in SHRP2 rear-end crashes and near-crashes: A decision tree approach
A Sarkar, JS Hickman, AD McDonald, W Huang, T Vogelpohl, G Markkula
Accident Analysis & Prevention 154, 106055, 2021
212021
Posttraumatic stress disorder hyperarousal event detection using smartwatch physiological and activity data
M Sadeghi, AD McDonald, F Sasangohar
Plos one 17 (5), e0267749, 2022
182022
The language of driving: Advantages and applications of symbolic data reduction for analysis of naturalistic driving data
AD McDonald, JD Lee, NS Aksan, JD Dawson, J Tippin, M Rizzo
Transportation research record 2392 (1), 22-30, 2013
172013
A Bayesian regression analysis of the effects of alert presence and scenario criticality on automated vehicle takeover performance
H Alambeigi, AD McDonald
Human factors 65 (2), 288-305, 2023
142023
Understanding heart rate reactions to Post-Traumatic Stress Disorder (PTSD) among veterans: a naturalistic study
M Sadeghi, F Sasangohar, AD McDonald, S Hegde
Human factors 64 (1), 173-187, 2022
132022
World model learning from demonstrations with active inference: application to driving behavior
R Wei, A Garcia, A McDonald, G Markkula, J Engström, I Supeene, ...
International Workshop on Active Inference, 130-142, 2022
122022
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