Jinbiao Huo

Gaussian Process Regression for Transportation System Estimation and Prediction Problems: The Deformation and a Hat Kernel

Zhiyuan Liu, Cheng Lyu, Jinbiao Huo et al. · IEEE Transactions on Intelligent Transportation Systems · 2022 · 52 citations · Full text

Computing, Computer Science, Machine Learning +16

Bayesian optimization for congestion pricing problems: A general framework and its instability

Jinbiao Huo, Zhiyuan Liu, Jingxu Chen et al. · Transportation Research Part B Methodological · 2023 · 49 citations

Natural Sciences, Economics, Mathematics +14

Short-Term Estimation and Prediction of Pedestrian Density in Urban Hot Spots Based on Mobile Phone Data

Jinbiao Huo, Xiao Fu, Zhiyuan Liu et al. · IEEE Transactions on Intelligent Transportation Systems · 2021 · 35 citations

Computing, Urban Planning, Mobile Computing +16

Simulation-based dynamic origin–destination matrix estimation on freeways: A Bayesian optimization approach

Jinbiao Huo, Chengqi Liu, Zhiyuan Liu · Transportation Research Part E Logistics and Transportation Review · 2023 · 35 citations

Engineering, Transportation Planning, Optimization +11

Quantify the Road Link Performance and Capacity Using Deep Learning Models

Jinbiao Huo, Xinhua Wu, Cheng Lyu et al. · IEEE Transactions on Intelligent Transportation Systems · 2022 · 27 citations

Engineering, Computer Science, Transportation Planning +14