- 299 pages
- English
- ePUB (mobile friendly)
- Available on iOS & Android
eBook - ePub
Data-Driven Solutions to Transportation Problems
About this book
Data-Driven Solutions to Transportation Problems explores the fundamental principle of analyzing different types of transportation-related data using methodologies such as the data fusion model, the big data mining approach, computer vision-enabled traffic sensing data analysis, and machine learning. The book examines the state-of-the-art in data-enabled methodologies, technologies and applications in transportation. Readers will learn how to solve problems relating to energy efficiency under connected vehicle environments, urban travel behavior, trajectory data-based travel pattern identification, public transportation analysis, traffic signal control efficiency, optimizing traffic networks network, and much more.
- Synthesizes the newest developments in data-driven transportation science
- Includes case studies and examples in each chapter that illustrate the application of methodologies and technologies employed
- Useful for both theoretical and technically-oriented researchers
Information
Table of contents
- Cover image
- Title page
- Table of Contents
- Copyright
- Contributors
- List of Figures
- List of Tables
- Preface
- Acronyms
- Chapter 1: Overview of Data-Driven Solutions
- Chapter 2: Data-Driven Energy Efficient Driving Control in Connected Vehicle Environment
- Chapter 3: Machine Learning and Computer Vision-Enabled Traffic Sensing Data Analysis and Quality Enhancement
- Chapter 4: Data-Driven Approaches for Estimating Travel Time Reliability
- Chapter 5: Urban Travel Behavior Study Based on Data Fusion Model
- Chapter 6: Urban Travel Mobility Exploring With Large-Scale Trajectory Data
- Chapter 7: Public Transportation Big Data Mining and Analysis
- Chapter 8: Simulation-Based Optimization for Network Modeling With Heterogeneous Data
- Chapter 9: Network Modelling and Resilience Analysis of Air Transportation: A Data-Driven, Open-Source Approach
- Chapter 10: Health Assessment of Electric Multiple Units
- Index
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Yes, you can access Data-Driven Solutions to Transportation Problems by Yinhai Wang,Ziqiang Zeng in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Transportation & Navigation. We have over 1.5 million books available in our catalogue for you to explore.