Shan Bao

Engineering · University of Michigan

Established · publishing since 1999

Traffic and Road Safety Human-Automation Interaction and Safety Autonomous Vehicle Technology and Safety Older Adults Driving Studies Urban Transport and Accessibility

Publications

150

Citations

3,083

Est. group size

Recurring co-author estimate

Active years

Publishing since 1999

In context

Among 1,507 established Engineering PIs within our index

Citations: 3,083cohort median 1,834

Publications / year (recent): 9.6cohort median 4.2

Typically publishes in teams of ~5 · 11% small-team papers (≤3 authors) · across 30 venues

Publication cadence

Publications per year over the last 10 years — averaging 9.6/year recently

Collaborators per year

Distinct co-authors at University of Michigan each year — a rough indication of whether the group around this researcher has been growing or contracting. An estimate from co-authorship, not a roster: collaborators are not necessarily lab members, and recent years can be under-counted while indexing catches up.

Recent publications

The state-dependent causal effect of a V2X-based beyond-line-of-sight warning system on young driver response: a causal machine learning approach
Accident Analysis & Prevention · 2026
Artificial Intelligence for Road User Behavior: A Scoping Review of Current Paradigms and Future Frontiers
SSRN Electronic Journal · 2026
Using a brain-like cognitive computational model to analyze the difference between desired speed and actual speed on rural highways for young drivers
Transportation Research Part F Traffic Psychology and Behaviour · 2025
Evaluating Multimodal Interfaces for Visually Impaired Users in Autonomous Ridesharing: A Usability Study
Proceedings of the Human Factors and Ergonomics Society Annual Meeting · 2025
An ADAS with better driver satisfaction under rear-end near-crash scenarios: A spatio-temporal graph transformer-based prediction framework of evasive behavior and collision risk
Transportation Research Part C Emerging Technologies · 2024
A multi‐perspective fusion model for operating speed prediction on highways using knowledge‐enhanced graph neural networks
Computer-Aided Civil and Infrastructure Engineering · 2024
An intelligent optimization method for the facility environment on rural roads
Computer-Aided Civil and Infrastructure Engineering · 2024
Does road environment aesthetics influence risky driving behavior of autonomous vehicles? An evaluation on road readiness using explainable machine learning and random parameters multinomial logit with heterogeneity
Accident Analysis & Prevention · 2024
Self-explaining analysis of facility environments on 2-lane rural roads with an improved lightweight CNN considering drivers’ visual perception
International Journal of Transportation Science and Technology · 2024
Modeling Pedestrian Injury Severity: A Case Study of Using Extreme Gradient Boosting Vs Random Forest in Feature Selection
Transportation Research Record Journal of the Transportation Research Board · 2023
An interpretable prediction model of illegal running into the opposite lane on curve sections of two-lane rural roads from drivers’ visual perceptions
Accident Analysis & Prevention · 2023
Using meta-learning to establish a highly transferable driving speed prediction model from the visual road environment
Engineering Applications of Artificial Intelligence · 2023
Identifying Factors Related to Crash Injury Levels Involving Bicyclists at Different Locations Through Crash Data Analysis
Transportation Research Record Journal of the Transportation Research Board · 2023
Design a sustainable micro-mobility future: trends and challenges in the US and EU
Journal of Engineering Design · 2022
Investigating the Impacting Factors on the Public’s Attitudes towards Autonomous Vehicles Using Sentiment Analysis from Social Media Data
Sustainability · 2022

Publishes in

Accident Analysis & Prevention×10
arXiv (Cornell University)×8
Transportation Research Record Journal of the Transportation Research Board×7
Proceedings of the Human Factors and Ergonomics Society Annual Meeting×7
Deep Blue (University of Michigan)×7

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This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 25, 2026.

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