Anthony D. McDonald

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 19

Top Topics

Feature Generation

Comprehensive Analysis

Machine Learning

Top Venues

Frontiers Neurorobotics

Publications

Johan Engström, Ran Wei, Anthony D. McDonald, Alfredo García, Matthew O'Kelly, Leif Johnson
Resolving uncertainty on the fly: modeling adaptive driving behavior as active inference. Frontiers Neurorobotics 18 (2024)
Ran Wei, Nathan Lambert, Anthony D. McDonald, Alfredo García, Roberto Calandra
A Unified View on Solving Objective Mismatch in Model-Based Reinforcement Learning. Trans. Mach. Learn. Res. 2024 (2024)
Hananeh Alambeigi, Anthony D. McDonald
A Bayesian Regression Analysis of the Effects of Alert Presence and Scenario Criticality on Automated Vehicle Takeover Performance. Hum. Factors 65 (2) (2023)
Ran Wei, Siliang Zeng, Chenliang Li, Alfredo Garcia, Anthony D. McDonald, Mingyi Hong
A Bayesian Approach to Robust Inverse Reinforcement Learning. CoRL (2023)
Ran Wei, Siliang Zeng, Chenliang Li, Alfredo Garcia, Anthony D. McDonald, Mingyi Hong
A Bayesian Approach to Robust Inverse Reinforcement Learning. CoRR (2023)
Ran Wei, Nathan O. Lambert, Anthony D. McDonald, Alfredo Garcia, Roberto Calandra
A Unified View on Solving Objective Mismatch in Model-Based Reinforcement Learning. CoRR (2023)
Rohith Karthikeyan, Anthony D. McDonald, Ranjana K. Mehta
Stress Detection During Motor Activity: Comparing Neurophysiological Indices in Older Adults. IEEE Trans. Affect. Comput. 14 (3) (2023)
Anthony D. McDonald, Nilesh Ade, S. Camille Peres
Predicting Procedure Step Performance From Operator and Text Features: A Critical First Step Toward Machine Learning-Driven Procedure Design. Hum. Factors 65 (5) (2023)
Ran Wei, Anthony D. McDonald, Alfredo Garcia, Gustav Markkula, Johan Engström, Matthew O'Kelly
An active inference model of car following: Advantages and applications. CoRR (2023)
Moein Razavi, Anthony D. McDonald, Ranjana K. Mehta, Farzan Sasangohar
Evaluating Mental Stress Among College Students Using Heart Rate and Hand Acceleration Data Collected from Wearable Sensors. CoRR (2023)
Johan Engström, Ran Wei, Anthony D. McDonald, Alfredo Garcia, Matthew O'Kelly, Leif Johnson
Resolving uncertainty on the fly: Modeling adaptive driving behavior as active inference. CoRR (2023)
Ran Wei, Alfredo Garcia, Anthony D. McDonald, Gustav Markkula, Johan Engström, Isaac Supeene, Matthew O'Kelly
World Model Learning from Demonstrations with Active Inference: Application to Driving Behavior. IWAI (2022)
Mahnoosh Sadeghi, Farzan Sasangohar, Anthony D. McDonald, Sudeep Hegde
Understanding Heart Rate Reactions to Post-Traumatic Stress Disorder (PTSD) Among Veterans: A Naturalistic Study. Hum. Factors 64 (1) (2022)
Ran Wei, Anthony D. McDonald, Alfredo Garcia, Hananeh Alambeigi
Modeling Driver Responses to Automation Failures With Active Inference. IEEE Trans. Intell. Transp. Syst. 23 (10) (2022)
Mahnoosh Sadeghi, Anthony D. McDonald, Farzan Sasangohar
Posttraumatic Stress Disorder Hyperarousal Event Detection Using Smartwatch Physiological and Activity Data. CoRR (2021)
Mahnoosh Sadeghi, Farzan Sasangohar, Anthony D. McDonald
Investigating the Perceived Precision and validity of a Field-Deployable Machine Learning-based Tool to Detect Post-Traumatic Stress Disorder (PTSD) Hyperarousal Events. CoRR (2021)
Anthony D. McDonald, Thomas K. Ferris, Tyler A. Wiener
Classification of Driver Distraction: A Comprehensive Analysis of Feature Generation, Machine Learning, and Input Measures. Hum. Factors 62 (6) (2020)
Anthony D. McDonald, Hananeh Alambeigi, Johan Engström, Gustav Markkula, Tobias Vogelpohl, Jarrett Dunne, Norbert Yuma
Toward Computational Simulations of Behavior During Automated Driving Takeovers: A Review of the Empirical and Modeling Literatures. Hum. Factors 61 (4) (2019)
Anthony D. McDonald, John D. Lee, Nazan Aksan, Jeffrey D. Dawson, Jon Tippin, Matthew Rizzo
Using kinematic driving data to detect sleep apnea treatment adherence. J. Intell. Transp. Syst. 21 (5) (2017)
Anthony D. McDonald, John D. Lee, Chris Schwarz, Timothy L. Brown
Steering in a Random Forest: Ensemble Learning for Detecting Drowsiness-Related Lane Departures. Hum. Factors 56 (5) (2014)
Mahtab Ghazizadeh, Anthony D. McDonald, John D. Lee
Text Mining to Decipher Free-Response Consumer Complaints: Insights From the NHTSA Vehicle Owner's Complaint Database. Hum. Factors 56 (6) (2014)