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List of works by Anthony D McDonald

A contextual and temporal algorithm for driver drowsiness detection.

scientific article published in February 2018

Classification of Driver Distraction: A Comprehensive Analysis of Feature Generation, Machine Learning, and Input Measures

scientific article published on 25 June 2019

Highway Healthcare: How Naturalistic Driving Data Index Adherence to CPAP Therapy in Obstructive Sleep Apnea.

scientific article

Predicting Procedure Step Performance From Operator and Text Features: A Critical First Step Toward Machine Learning-Driven Procedure Design

scientific article published on 28 September 2020

Steering in a random forest: ensemble learning for detecting drowsiness-related lane departures.

scientific article published in August 2014

Text mining to decipher free-response consumer complaints: insights from the NHTSA vehicle owner's complaint database

scientific article published on September 2014

The Language of Driving: Advantages and Applications of Symbolic Data Reduction for Analysis of Naturalistic Driving Data

scientific article

Toward Computational Simulations of Behavior During Automated Driving Takeovers: A Review of the Empirical and Modeling Literatures

scientific article published on 04 March 2019

Toward a Taxonomy for Analyzing the Heart Rate as a Physiological Indicator of Posttraumatic Stress Disorder: Systematic Review and Development of a Framework

scientific article published on 22 July 2020

Using Topic Modeling to Develop Multi-level Descriptions of Naturalistic Driving Data from Drivers with and without Sleep Apnea

scientific article published on 09 June 2018

Using kinematic driving data to detect sleep apnea treatment adherence

scientific article published on 13 September 2017

Variations on a theme: Topic modeling of naturalistic driving data

scientific article

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