Mengyuan Fang

Publications

133

Citations

H-Index

2021

Active since

Affiliations

State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing(Current)

Wuhan University

China University of Geosciences

Mengyuan Fang is an author at State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing specializing in data science, transportation engineering, and predictive analytics.

ORCID

Top concepts

Data ScienceTransportation EngineeringBig DataEngineeringNetwork FlowsPublic HealthComputer ScienceMachine LearningNetwork AnalysisTraffic Engineering

Publications per year

2021–2022

Publications

FTPG: A Fine-Grained Traffic Prediction Method With Graph Attention Network Using Big Trace Data

Mengyuan Fang, Luliang Tang, Xue Yang et al. · IEEE Transactions on Intelligent Transportation Systems · 2021 · 66 citations

Graph Attention Network, Internet Traffic Analysis, Engineering +16

Assessing individual activity-related exposures to traffic congestion using GPS trajectory data

Zihan Kan, Mei‐Po Kwan, Dong Liu et al. · Journal of Transport Geography · 2021 · 43 citations

Traffic Flow, Data Science, Individual Activity-related Exposures +7

Attributing pedestrian networks with semantic information based on multi-source spatial data

Xue Yang, Kathleen Stewart, Mengyuan Fang et al. · International Journal of Geographical Information Systems · 2021 · 14 citations · Full text

Point‐of‐interest detection from Weibo data for map updating

Xue Yang, Jie Gao, Mengyuan Fang et al. · Transactions in GIS · 2022 · 10 citations

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