Jifu Guo

Hierarchical travel demand estimation using multiple data sources: A forward and backward propagation algorithmic framework on a layered computational graph

Xin Wu, Jifu Guo, Kai Xian et al. · Transportation Research Part C Emerging Technologies · 2018 · 107 citations

Route Choice, Transport Network Analysis, Network Science +10

Integrating Lagrangian and Eulerian observations for passenger flow state estimation in an urban rail transit network: A space-time-state hyper network-based assignment approach

Pan Shang, Ruimin Li, Jifu Guo et al. · Transportation Research Part B Methodological · 2019 · 87 citations

Transport Network Analysis, Engineering, Transportation System Management +10

Estimating key traffic state parameters through parsimonious spatial queue models

Qixiu Cheng, Zhiyuan Liu, Jifu Guo et al. · Transportation Research Part C Emerging Technologies · 2022 · 70 citations

Traffic Theory, Engineering, Traffic Flow +9

A fundamental diagram based hybrid framework for traffic flow estimation and prediction by combining a Markovian model with deep learning

Yuyan Pan, Jifu Guo, Yanyan Chen et al. · Expert Systems with Applications · 2023 · 70 citations · Full text

Traffic Theory, Engineering, Machine Learning +20

Gap-Filling of MODIS Fractional Snow Cover Products via Non-Local Spatio-Temporal Filtering Based on Machine Learning Techniques

Jinliang Hou, Chunlin Huang, Ying Zhang et al. · Remote Sensing · 2019 · 61 citations · Full text

Earth Observation, Image Analysis, Engineering +14