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Research article

First published 2024-9

Machine Learning for Prediction of Driver Takeover Time in Automated Driving: Insights from Non-urgent Low Consequence Scenarios

Ryan Thomas Villarreal, Nade Liang, Brandon Pitts [...]

Proceedings of the Human Factors and Ergonomics Society Annual Meeting

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Research article

First published 2025-10

Modeling takeover time for non-driving related tasks using hybrid deep neural networks in conditionally automated vehicles

Dan Wang, Yueying Zhu, Yier Lin

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2025

A Takeover Failure Prediction Model Based on Extreme Value Theory and Copula Function

Haolin Chen, Xiaohua Zhao, Haijian Li [...]

Transportation Research Record: Journal of the Transportation Research Board

Open access

Research article

First published 2024-5

A Computational Cognitive Model of Driver Response Time for Scheduled Freeway Exiting Takeovers in Conditionally Automated Vehicles

Xiaomei Tan, Yiqi Zhang

Human Factors: The Journal of the Human Factors and Ergonomics Society

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Research article

First published 2023-9

Predicting Driver Takeover Decisions in Conditionally Automated Vehicles with a Gaze-based Deep Learning Model

Shantanu Gupta, Xiaomei Tan, Yiqi Zhang

Proceedings of the Human Factors and Ergonomics Society Annual Meeting

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Research article

First published 2026-1

Takeover Performance Prediction Based on Function-Based Causal Inference in Level-3 Autonomous Vehicles

Ying Liang, Chen Chai, Weiru Yin [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2017-9

Performance in Takeover and Characteristics of Non-driving Related Tasks during Highly Automated Driving in Younger and Older Drivers

Hallie Clark, Anne Collins McLaughlin, Billy Williams [...]

Proceedings of the Human Factors and Ergonomics Society Annual Meeting

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Research article

First published 2023-9

Predicting Automated Vehicle Takeover Decision During the Nighttime

Nade Liang, Chiho Lim, Denny Yu [...]

Proceedings of the Human Factors and Ergonomics Society Annual Meeting

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Research article

First published 2023-9

Predicting Driver Errors during Automated Vehicle Takeovers

Hananeh Alambeigi, Anthony D. McDonald, Michael Manser [...]

Transportation Research Record: Journal of the Transportation Research Board

Open access

Research article

First published 2024-12

Exploring the Timing of Disengagement From Nondriving Related Tasks in Scheduled Takeovers With Pre-Alerts: An Analysis of Takeover-Related Measures

Jiming Bai, Xu Sun, Shi Cao [...]

Human Factors: The Journal of the Human Factors and Ergonomics Society

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