Data Driven Solutions to Transportation Problems

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

Produk Detail:

  • Author : Yinhai Wang
  • Publisher : Elsevier
  • Pages : 299 pages
  • ISBN : 0128170271
  • Rating : 4/5 from 21 reviews
CLICK HERE TO GET THIS BOOKData Driven Solutions to Transportation Problems

Data-Driven Solutions to Transportation Problems

Data-Driven Solutions to Transportation Problems
  • Author : Yinhai Wang,Ziqiang Zeng
  • Publisher : Elsevier
  • Release : 04 December 2018
GET THIS BOOKData-Driven Solutions to Transportation Problems

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

Transportation Science

Transportation Science
  • Author : Ziqiang Zeng,Yinhai Wang
  • Publisher : Elsevier
  • Release : 15 November 2018
GET THIS BOOKTransportation Science

Understanding data-driven transportation science is essential for addressing the newest challenges in the quickly developing intelligent transportation systems. Data-Driven Transportation Science explores the fundamental principle of analysing different types of transportation-related data using methodologies such as data fusion model, 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. The book helps readers solve such transportation systems problems as energy efficiency under connected vehicle

HCI in Mobility, Transport, and Automotive Systems

HCI in Mobility, Transport, and Automotive Systems
  • Author : Heidi Krömker
  • Publisher : Springer Nature
  • Release : 03 July 2021
GET THIS BOOKHCI in Mobility, Transport, and Automotive Systems

This book constitutes the refereed proceedings of the Third International Conference on HCI in Mobility, Transport, and Automotive Systems, MobiTAS 2021, held as part of the 23rd International Conference, HCI International 2021, held as a virtual event, in July 2021. The total of 1276 papers and 241 posters included in the 39 HCII 2021 proceedings volumes was carefully reviewed and selected from 5222 submissions. MobiTAS 2021 includes a total of 39 papers which focus on topics related to urban mobility, cooperative and automated mobility, UX in intelligent transportation systems, and

Logic-driven Traffic Big Data Analytics

Logic-driven Traffic Big Data Analytics
  • Author : Shaopeng Zhong,Daniel Sun (Jian)
  • Publisher : Springer Nature
  • Release : 24 May 2022
GET THIS BOOKLogic-driven Traffic Big Data Analytics

This book starts from the relationship between urban built environment and travel behavior and focuses on analyzing the origin of traffic phenomena behind the data through multi-source traffic big data, which makes the book unique and different from the previous data-driven traffic big data analysis literature. This book focuses on understanding, estimating, predicting, and optimizing mobility patterns. Readers can find multi-source traffic big data processing methods, related statistical analysis models, and practical case applications from this book. This book bridges

Finding Solutions of the 21st Century Transportation Problems Through Research and Innovations

Finding Solutions of the 21st Century Transportation Problems Through Research and Innovations
  • Author : Zahid Hossain,Musharraf Zaman,Jiupeng Zhang
  • Publisher : Springer Nature
  • Release : 14 July 2021
GET THIS BOOKFinding Solutions of the 21st Century Transportation Problems Through Research and Innovations

This volume presents challenges in transportation infrastructures and geotechniques, advancements in recycling, soil stabilization and reinforcement technologies, and assessments of roadway conditions using modern tools and techniques. The articles presented in this volume focus on fundamental investigations on various aspects of civil engineering materials and structures. The scope of this volume is the application of findings for solving problems in geotechnical, pavement, concrete and transportation engineering using through smart, green and emerging techniques. The primary audience of this work will

Target-setting Methods and Data Management to Support Performance-based Resource Allocation by Transportation Agencies

Target-setting Methods and Data Management to Support Performance-based Resource Allocation by Transportation Agencies
  • Author : Anonim
  • Publisher : Transportation Research Board
  • Release : 01 January 2010
GET THIS BOOKTarget-setting Methods and Data Management to Support Performance-based Resource Allocation by Transportation Agencies

TRB's National Cooperative Highway Research Program (NCHRP) Report 666: Target Setting Methods and Data Management to Support Performance-Based Resource Allocation by Transportation Agencies - Volume I: Research Report, and Volume II: Guide for Target-Setting and Data Management provides a framework and specific guidance for setting performance targets and for ensuring that appropriate data are available to support performance-based decision-making. Volume III to this report was published separately in an electronic-only format as NCHRP Web-Only Document 154. Volume III includes case studies of

Multimedia Technologies in the Internet of Things Environment, Volume 2

Multimedia Technologies in the Internet of Things Environment, Volume 2
  • Author : Raghvendra Kumar,Rohit Sharma,Prasant Kumar Pattnaik
  • Publisher : Springer Nature
  • Release : 29 July 2021
GET THIS BOOKMultimedia Technologies in the Internet of Things Environment, Volume 2

This book proposes a comprehensive overview of the state-of-the-art research work on multimedia analysis in IoT applications. This is a second volume by editors which provides theoretical and practical approach in the area of multimedia and IOT applications and performance analysis. Further, multimedia communication, deep learning models to multimedia data, and the new (IOT) approaches are also covered. It addresses the complete functional framework in the area of multimedia data, IoT, and smart computing techniques. It bridges the gap between

Linking and Mining Heterogeneous and Multi-view Data

Linking and Mining Heterogeneous and Multi-view Data
  • Author : Deepak P,Anna Jurek-Loughrey
  • Publisher : Springer
  • Release : 13 December 2018
GET THIS BOOKLinking and Mining Heterogeneous and Multi-view Data

This book highlights research in linking and mining data from across varied data sources. The authors focus on recent advances in this burgeoning field of multi-source data fusion, with an emphasis on exploratory and unsupervised data analysis, an area of increasing significance with the pace of growth of data vastly outpacing any chance of labeling them manually. The book looks at the underlying algorithms and technologies that facilitate the area within big data analytics, it covers their applications across domains

China’s e-Science Blue Book 2020

China’s e-Science Blue Book 2020
  • Author : Chinese Academy of Sciences,Cyberspace Administration of China,Ministry of Education,Ministry of Science and Technology,China Asso. for Science and Technology,Chinese Academy of Social Sciences,National Natural Science Foundation,Chinese Academy of Agricultural Sciences
  • Publisher : Springer Nature
  • Release : 08 January 2021
GET THIS BOOKChina’s e-Science Blue Book 2020

“China’s e-Science Blue Book 2020” has been jointly compiled by the Chinese Academy of Sciences, Cyberspace Administration of China, Ministry of Education of the PRC, Ministry of Science and Technology of the PRC, China Association for Science and Technology, Chinese Academy of Social Sciences, National Natural Science Foundation of China and the Chinese Academy of Agricultural Sciences. It was focusing on the new situation, new progress and new achievements of China's e-Scientific in the past two years. During the “13th

Smart Sensors Networks

Smart Sensors Networks
  • Author : Fatos Xhafa,Fang-Yie Leu,Li-Ling Hung
  • Publisher : Academic Press
  • Release : 14 June 2017
GET THIS BOOKSmart Sensors Networks

Smart Sensors Networks: Communication Technologies and Intelligent Applications explores the latest sensor and sensor networks techniques and applications, showing how networked wireless sensors are used to monitor and gather intelligence from our surrounding environment. It provides a systematic look at the unique characteristics of wireless sensor networks through their usage in a broad range of areas, including healthcare for the elderly, energy consumption, industrial automation, intelligent transportation systems, smart homes and cities, and more. The book shows how sensor-networks work

Problem Solving and Uncertainty Modeling through Optimization and Soft Computing Applications

Problem Solving and Uncertainty Modeling through Optimization and Soft Computing Applications
  • Author : Saxena, Pratiksha
  • Publisher : IGI Global
  • Release : 01 March 2016
GET THIS BOOKProblem Solving and Uncertainty Modeling through Optimization and Soft Computing Applications

Optimization techniques have developed into a modern-day solution for real-world problems in various industries. As a way to improve performance and handle issues of uncertainty, optimization research becomes a topic of special interest across disciplines. Problem Solving and Uncertainty Modeling through Optimization and Soft Computing Applications presents the latest research trends and developments in the area of applied optimization methodologies and soft computing techniques for solving complex problems. Taking a multi-disciplinary approach, this critical publication is an essential reference source

Mobility Data-Driven Urban Traffic Monitoring

Mobility Data-Driven Urban Traffic Monitoring
  • Author : Zhidan Liu,Kaishun Wu
  • Publisher : Springer Nature
  • Release : 18 May 2021
GET THIS BOOKMobility Data-Driven Urban Traffic Monitoring

This book introduces the concepts of mobility data and data-driven urban traffic monitoring. A typical framework of mobility data-based urban traffic monitoring is also presented, and it describes the processes of mobility data collection, data processing, traffic modelling, and some practical issues of applying the models for urban traffic monitoring. This book presents three novel mobility data-driven urban traffic monitoring approaches. First, to attack the challenge of mobility data sparsity, the authors propose a compressive sensing-based urban traffic monitoring approach.