Pan Liu

Using support vector machine models for crash injury severity analysis

Zhibin Li, Pan Liu, Wei Wang et al. · Accident Analysis & Prevention · 2011 · 298 citations

Support Vector Machine, Engineering, Data Science +9

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 · 262 citations

Spatiotemporal Diagnostics, Machine Learning, Data Science +10

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 · 229 citations

Engineering, Vissim Simulation Model, Traffic Model +10

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

Zhibin Li, Wei Wang, Pan Liu et al. · Safety Science · 2013 · 198 citations

Predictive Analytics, Geography, Spatio-temporal Model +4

Predicting crash likelihood and severity on freeways with real-time loop detector data

Chengcheng Xu, Andrew P. Tarko, Wei Wang et al. · Accident Analysis & Prevention · 2013 · 194 citations

Crash Likelihood, Engineering, Machine Learning +11