Data-driven solutions to transportation problems

by Wang, Yinhai

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Title Statements

Full title :Data-driven solutions to transportation problems / Yinhai Wang, Ziqiang Zeng.

Edition Statements

Publication Date:2018.

Publication Statements

Publisher(s):Elsevier
Place of Publication:Amsterdam
Language:eng
Publication Date:2018.

Notes

1. Overview of Data-driven Transportation Science 2. Data-driven Energy Efficient Driving Control in Connected Vehicle Environment 3. Machine Learning and Computer Vision-Enabled Traffic Sensing Data Analysis and Quality Enhancement 4. Data Driven Approaches for Estimating Travel Time Reliability 5. Urban Travel Behavior Study Based on Data Fusion Model 6. Urban Travel Mobility Exploring with Large-Scale Trajectory Data 7. Public Transportation Big Data Mining and Analysis 8. Data Driven Gating Control for Network Based on Macroscopic Fundamental Diagram 9. Simulation-Based Optimization for Network Modeling with Heterogeneous Data 10. Network Modeling and Resilience Analysis of Air Transportation: A Data-Driven, Open-Source Approach