Pan Liu

Using support vector machine models for crash injury severity analysis

Zhibin Li, Pan Liu, Wei Wang et al. · Accident Analysis & Prevention · 2011 · 310 citations

Engineering, Automotive Engineering, Data Science +13

A spatiotemporal deep learning approach for citywide short-term crash risk prediction with multi-source data

Jie Bao, Pan Liu, Satish V. Ukkusuri · Accident Analysis & Prevention · 2018 · 269 citations

Computing, Data Science, Geoinformatics +16

Identifying if VISSIM simulation model and SSAM provide reasonable estimates for field measured traffic conflicts at signalized intersections

Fei Huang, Pan Liu, Hao Yu et al. · Accident Analysis & Prevention · 2012 · 235 citations

Engineering, Systems Engineering, Performance Measurement +15

Using Geographically Weighted Poisson Regression for county-level crash modeling in California

Zhibin Li, Wei Wang, Pan Liu et al. · Safety Science · 2013 · 205 citations

Public Health, Injury Prevention, Spatial Analysis +12

Evaluation of the impacts of traffic states on crash risks on freeways

Chengcheng Xu, Pan Liu, Wei Wang et al. · Accident Analysis & Prevention · 2012 · 200 citations

Public Health, Injury Prevention, Transportation Planning +14