Anthony McDonald
Anthony McDonald
Assistant Professor, Texas A&M University Department of Industrial and Systems Engineering
Verifierad e-postadress på tamu.edu - Startsida
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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
612014
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
562012
A contextual and temporal algorithm for driver drowsiness detection
AD McDonald, JD Lee, C Schwarz, TL Brown
Accident Analysis & Prevention 113, 25-37, 2018
352018
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
322014
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
282019
Assessing the feasibility of vehicle-based sensors to detect drowsy driving
T Brown, J Lee, C Schwarz, D Fiorentino, A McDonald
172014
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
162014
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
132013
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
132013
Highway healthcare: How naturalistic driving data index adherence to CPAP therapy in obstructive sleep apnea
AD McDonald, JD Lee, NS Aksan, JD Dawson, J Tippin, M Rizzo
Proceedings of the Human Factors and Ergonomics Society Annual Meeting 57 (1 …, 2013
82013
Using kinematic driving data to detect sleep apnea treatment adherence
AD McDonald, JD Lee, NS Aksan, JD Dawson, J Tippin, M Rizzo
Journal of intelligent transportation systems 21 (5), 422-434, 2017
72017
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
52019
Classification of driver distraction: A comprehensive analysis of feature generation, machine learning, and input measures
AD McDonald, TK Ferris, TA Wiener
Human Factors, 0018720819856454, 2019
52019
Making naturalistic driving data SAX-y
AD McDonald, JD Lee, NS Aksan, M Rizzo, JD Dawson, J Tippin
Proceedings of the VTTI Third International Symposium on Naturalistic …, 2012
52012
Final report: Advanced countermeasures for multiple impairments
T Brown, JD Lee, C Schwarz, D Fiorentino, A McDonald
Washington DC, 2011
52011
Detection of driver impairment from drowsiness
T Brown, J Lee, C Schwarz, D Fiorentino, A McDonald, E Traube, ...
23rd International Technical Conference on the Enhanced Safety of Vehicles, 2013
32013
Using topic modeling to develop multi-level descriptions of naturalistic driving data from drivers with and without sleep apnea
EJ McLaurin, JD Lee, AD McDonald, N Aksan, J Dawson, J Tippin, ...
Transportation research part F: traffic psychology and behaviour 58, 25-38, 2018
22018
The language of driving: advantages and applications of symbolic data reduction for naturalistic driving data analysis
AD McDonald, JD Lee, NS Aksan, JD Dawson, J Tippin, M Rizzo
92nd Annual Meeting of the Transportation Research Board, Washington DC, 2012
22012
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
12020
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
12020
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Artiklar 1–20