Xilei Zhao

Xilei Zhao

University of Florida

H-index: 17

North America-United States

About Xilei Zhao

Xilei Zhao, With an exceptional h-index of 17 and a recent h-index of 16 (since 2020), a distinguished researcher at University of Florida, specializes in the field of trustworthy & responsible AI, transportation, resilience, travel behavior, evacuation behavior.

His recent articles reflect a diverse array of research interests and contributions to the field:

AI for large-scale evacuation modeling: promises and challenges

Modeling protective action decision-making in earthquakes by using explainable machine learning and video data

Analyzing spatial heterogeneity of ridesourcing usage determinants using explainable machine learning

Scalable and rapid building damage detection after hurricane Ian using causal Bayesian networks and InSAR imagery

A data-driven, scenario-based human evacuation model for passenger ships addressing hybrid uncertainty

Predicting Hurricane Evacuation Decisions with Interpretable Machine Learning Methods

Destination unknown: Examining wildfire evacuee trips using GPS data

Spatial equity of micromobility systems: A comparison of shared E-scooters and docked bikeshare in Washington DC

Xilei Zhao Information

University

Position

Assistant Professor Civil and Coastal Engineering

Citations(all)

1362

Citations(since 2020)

1311

Cited By

244

hIndex(all)

17

hIndex(since 2020)

16

i10Index(all)

21

i10Index(since 2020)

19

Email

University Profile Page

University of Florida

Google Scholar

View Google Scholar Profile

Xilei Zhao Skills & Research Interests

trustworthy & responsible AI

transportation

resilience

travel behavior

evacuation behavior

Top articles of Xilei Zhao

Title

Journal

Author(s)

Publication Date

AI for large-scale evacuation modeling: promises and challenges

Yuran Sun

Xilei Zhao

Ruggiero Lovreglio

Erica Kuligowski

2024/1/1

Modeling protective action decision-making in earthquakes by using explainable machine learning and video data

Scientific reports

Xiaojian Zhang

Xilei Zhao

Dare Baldwin

Sara McBride

Josephine Bellizzi

...

2024/3/5

Analyzing spatial heterogeneity of ridesourcing usage determinants using explainable machine learning

Journal of Transport Geography

Xiaojian Zhang

Zhengze Zhou

Yiming Xu

Xilei Zhao

2024/1/1

Scalable and rapid building damage detection after hurricane Ian using causal Bayesian networks and InSAR imagery

Chenguang Wang

Yepeng Liu

Xiaojian Zhang

Xuechun Li

Vladimir Paramygin

...

2024/3/5

A data-driven, scenario-based human evacuation model for passenger ships addressing hybrid uncertainty

International Journal of Disaster Risk Reduction

Hossein Arshad

Jan Emblemsvåg

Xilei Zhao

2024/1/1

Predicting Hurricane Evacuation Decisions with Interpretable Machine Learning Methods

International Journal of Disaster Risk Science

Yuran Sun

Shih-Kai Huang

Xilei Zhao

2024/2

Destination unknown: Examining wildfire evacuee trips using GPS data

Journal of Transport Geography

Thomas J Cova

Yuran Sun

Xilei Zhao

Yepeng Liu

Erica D Kuligowski

...

2024/5/1

Spatial equity of micromobility systems: A comparison of shared E-scooters and docked bikeshare in Washington DC

Transport policy

Lin Su

Xiang Yan

Xilei Zhao

2024/1/1

Digital Technologies for Fire Evacuations

R Lovreglio

D Paes

Z Feng

X Zhao

2024/1/26

Post-hurricane building damage assessment using street-view imagery and structured data: A multi-modal deep learning approach

arXiv preprint arXiv:2404.07399

Zhuoqun Xue

Xiaojian Zhang

David O Prevatt

Jennifer Bridge

Susu Xu

...

2024/4/11

Social Vulnerabilities and Wildfire Evacuations: A Case Study of the 2019 Kincade Fire

arXiv preprint arXiv:2402.06639

Yuran Sun

Ana Forrister

Erica D Kuligowski

Ruggiero Lovreglio

Thomas J Cova

...

2024/1/23

Analyzing Risk Perception, Evacuation Decision and Delay Time: A Case Study of the 2021 Marshall Fire in Colorado

Travel Behaviour and Society

Ana Forrister

Erica D Kuligowski

Yuran Sun

Xiang Yan

Ruggiero Lovreglio

...

2024/4/1

Mobility-on-Demand Transit for Smart and Sustainable Cities

Xilei Zhao

Xiang Jacob Yan

Nikhil Kaza

Noah Kitner

Noreen McDonald

...

2023/6/25

Predicting and assessing wildfire evacuation decision-making using machine learning: findings from the 2019 Kincade Fire

Fire Technology

Ningzhe Xu

Ruggiero Lovreglio

Erica D Kuligowski

Thomas J Cova

Daniel Nilsson

...

2023/3

Real-Time Forecasting of Dockless Scooter-Sharing Demand: A Spatio-Temporal Multi-Graph Transformer Approach

IEEE Transactions on Intelligent Transportation Systems

Yiming Xu

Xilei Zhao

Xiaojian Zhang

Mudit Paliwal

2023/1/31

ICN: Interactive Convolutional Network for Forecasting Travel Demand of Shared Micromobility

arXiv preprint arXiv:2306.13897

Yiming Xu

Qian Ke

Xiaojian Zhang

Xilei Zhao

2023/6/24

Shared E-Scooter User Characteristics and Usage Patterns across Four US Cities

Transportation Research Record

Wencui Yang

Mostafa Jafarzadehfadaki

Xiang Yan

Xilei Zhao

Xia Jin

...

2023

Situational-Aware Multi-Graph Convolutional Recurrent Network (SA-MGCRN) for Travel Demand Forecasting During Wildfires

arXiv preprint arXiv:2304.06233

Xiaojian Zhang

Xilei Zhao

Yiming Xu

Ruggiero Lovreglio

Daniel Nilsson

2023/4/13

Evaluating shared e-scooters’ potential to enhance public transit and reduce driving

Transportation research part D: transport and environment

Xiang Yan

Xilei Zhao

Andrea Broaddus

Joshua Johnson

Sivaramakrishnan Srinivasan

2023/4/1

Travel Demand Forecasting: A Fair AI Approach

arXiv preprint arXiv:2303.01692

Xiaojian Zhang

Qian Ke

Xilei Zhao

2023/3/3

See List of Professors in Xilei Zhao University(University of Florida)

Co-Authors

H-index: 74
Pascal Van Hentenryck

Pascal Van Hentenryck

Georgia Institute of Technology

H-index: 41
Erica Kuligowski

Erica Kuligowski

RMIT University

H-index: 41
James Spall

James Spall

Johns Hopkins University

H-index: 39
Daniel Nilsson

Daniel Nilsson

University of Canterbury

H-index: 35
Noreen McDonald

Noreen McDonald

University of North Carolina at Chapel Hill

H-index: 19
Shih Kai Huang

Shih Kai Huang

Jacksonville State University

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