Mobility Patterns Big Data and Transport Analytics

Written By Constantinos Antoniou
Mobility Patterns  Big Data and Transport Analytics
  • Publsiher : Elsevier
  • Release : 27 November 2018
  • ISBN : 0128129719
  • Pages : 452 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Mobility Patterns Big Data and Transport Analytics written by Constantinos Antoniou which was release on 27 November 2018, this book published by Elsevier. Available in PDF, EPUB and Kindle Format. Book excerpt: Mobility Patterns, Big Data and Transport Analytics provides a guide to the new analytical framework and its relation to big data, focusing on capturing, predicting, visualizing and controlling mobility patterns - a key aspect of transportation modeling. The book features prominent international experts who provide overviews on new analytical frameworks, applications and concepts in mobility analysis and transportation systems. Users will find a detailed, mobility ‘structural’ analysis and a look at the extensive behavioral characteristics of transport, observability requirements and limitations for realistic transportation applications and transportation systems analysis that are related to complex processes and phenomena. This book bridges the gap between big data, data science, and transportation systems analysis with a study of big data’s impact on mobility and an introduction to the tools necessary to apply new techniques. The book covers in detail, mobility ‘structural’ analysis (and its dynamics), the extensive behavioral characteristics of transport, observability requirements and limitations for realistic transportation applications, and transportation systems analysis related to complex processes and phenomena. The book bridges the gap between big data, data science, and Transportation Systems Analysis with a study of big data’s impact on mobility, and an introduction to the tools necessary to apply new techniques. Guides readers through the paradigm-shifting opportunities and challenges of handling Big Data in transportation modeling and analytics Covers current analytical innovations focused on capturing, predicting, visualizing, and controlling mobility patterns, while discussing future trends Delivers an introduction to transportation-related information advances, providing a benchmark reference by world-leading experts in the field Captures and manages mobility patterns, covering multiple purposes and alternative transport modes, in a multi-disciplinary approach Companion website features videos showing the analyses performed, as well as test codes and data-sets, allowing readers to recreate the presented analyses and apply the highlighted techniques to their own data

Mobility Patterns Big Data and Transport Analytics

Mobility Patterns  Big Data and Transport Analytics
  • Author : Constantinos Antoniou,Loukas Dimitriou,Francisco Pereira
  • Publisher : Elsevier
  • Release Date : 2018-11-27
  • Total pages : 452
  • ISBN : 0128129719
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Summary : Mobility Patterns, Big Data and Transport Analytics provides a guide to the new analytical framework and its relation to big data, focusing on capturing, predicting, visualizing and controlling mobility patterns - a key aspect of transportation modeling. The book features prominent international experts who provide overviews on new analytical frameworks, ...

Demand for Emerging Transportation Systems

Demand for Emerging Transportation Systems
  • Author : Constantinos Antoniou,Dimitrios Efthymiou,Emmanouil Chaniotakis
  • Publisher : Elsevier
  • Release Date : 2019-12-02
  • Total pages : 312
  • ISBN : 0128129719
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Summary : Demand for Emerging Transportation Systems: Modeling Adoption, Satisfaction, and Mobility Patterns comprehensively examines the concepts and factors affecting user quality-of-service satisfaction. The book provides an introduction to the latest trends in transportation, followed by a critical review of factors affecting traditional and emerging transportation system adoption rates and user retention. ...

Big Data Analytics for Time Critical Mobility Forecasting

Big Data Analytics for Time Critical Mobility Forecasting
  • Author : George A. Vouros,Gennady Andrienko,Christos Doulkeridis,Nikolaos Pelekis,Alexander Artikis,Anne-Laure Jousselme,Cyril Ray,Jose Manuel Cordero,David Scarlatti
  • Publisher : Springer
  • Release Date : 2020-08-14
  • Total pages : 361
  • ISBN : 0128129719
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Summary : This book provides detailed descriptions of big data solutions for activity detection and forecasting of very large numbers of moving entities spread across large geographical areas. It presents state-of-the-art methods for processing, managing, detecting and predicting trajectories and important events related to moving entities, together with advanced visual analytics methods, ...

Demand for Emerging Transportation Systems

Demand for Emerging Transportation Systems
  • Author : Constantinos Antoniou,Dimitrios Efthymiou
  • Publisher : Unknown
  • Release Date : 2019-11
  • Total pages : 312
  • ISBN : 0128129719
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Summary : Demand for Emerging Transportation Systems: Modeling Adoption, Satisfaction, and Mobility Patterns comprehensively examines the concepts and factors affecting user quality-of-service satisfaction. The book provides an introduction to the latest trends in transportation, followed by a critical review of factors affecting traditional and emerging transportation system adoption rates and user retention. ...

Big Data Analytics for Time Critical Mobility Forecasting

Big Data Analytics for Time Critical Mobility Forecasting
  • Author : George A. Vouros,Gennady Andrienko,Christos Doulkeridis,Nikolaos Pelekis,Alexander Artikis,Anne-Laure Jousselme,Cyril Ray,Jose Manuel Cordero,David Scarlatti
  • Publisher : Springer Nature
  • Release Date : 2020-06-23
  • Total pages : 361
  • ISBN : 0128129719
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Summary : This book provides detailed descriptions of big data solutions for activity detection and forecasting of very large numbers of moving entities spread across large geographical areas. It presents state-of-the-art methods for processing, managing, detecting and predicting trajectories and important events related to moving entities, together with advanced visual analytics methods, ...

Transportation Analytics in the Era of Big Data

Transportation Analytics in the Era of Big Data
  • Author : Satish V. Ukkusuri,Chao Yang
  • Publisher : Springer
  • Release Date : 2018-07-28
  • Total pages : 234
  • ISBN : 0128129719
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Summary : This book presents papers based on the presentations and discussions at the international workshop on Big Data Smart Transportation Analytics held July 16 and 17, 2016 at Tongji University in Shanghai and chaired by Professors Ukkusuri and Yang. The book is intended to explore a multidisciplinary perspective to big data science in urban ...

Transportation Science

Transportation Science
  • Author : Ziqiang Zeng,Yinhai Wang
  • Publisher : Elsevier
  • Release Date : 2018-11-15
  • Total pages : 272
  • ISBN : 0128129719
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Summary : 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 ...

Data Driven Solutions to Transportation Problems

Data Driven Solutions to Transportation Problems
  • Author : Yinhai Wang,Ziqiang Zeng
  • Publisher : Elsevier
  • Release Date : 2018-12-04
  • Total pages : 299
  • ISBN : 0128129719
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Summary : 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 ...

Smart Cities A Data Analytics Perspective

Smart Cities  A Data Analytics Perspective
  • Author : Mohammad Ayoub Khan,Fahad Algarni,Mohammad Tabrez Quasim
  • Publisher : Springer Nature
  • Release Date : 2020-12-11
  • Total pages : 319
  • ISBN : 0128129719
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Summary : This book offers practical as well as conceptual knowledge of the latest trends, tools, techniques and methodologies of data analytics in smart cities. The smart city is an advanced technological area that is capable of understanding the environment by examining the data to improve the livability. The smart cities allow ...

Transportation and Information

Transportation and Information
  • Author : Piyushimita Vonu Thakuriah,D. Glenn Geers
  • Publisher : Springer
  • Release Date : 2013-06-18
  • Total pages : 127
  • ISBN : 0128129719
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Summary : Transformations in wireless connectivity and location-aware technologies hold the promise of bringing a sea-change in the way transportation information is generated and used in the future. Sensors in the transportation system, when integrated with those in other sectors (for example, energy, utility and health) have the potential to foster novel ...

Highlighting the Importance of Big Data Management and Analysis for Various Applications

Highlighting the Importance of Big Data Management and Analysis for Various Applications
  • Author : Mohammad Moshirpour,Behrouz Far,Reda Alhajj
  • Publisher : Springer
  • Release Date : 2017-08-22
  • Total pages : 168
  • ISBN : 0128129719
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Summary : This book addresses the impacts of various types of services such as infrastructure, platforms, software, and business processes that cloud computing and Big Data have introduced into business. Featuring chapters which discuss effective and efficient approaches in dealing with the inherent complexity and increasing demands in data science, a variety ...

Big Data in Emergency Management Exploitation Techniques for Social and Mobile Data

Big Data in Emergency Management  Exploitation Techniques for Social and Mobile Data
  • Author : Rajendra Akerkar
  • Publisher : Springer Nature
  • Release Date : 2020-10-16
  • Total pages : 183
  • ISBN : 0128129719
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Summary : This contributed volume discusses essential topics and the fundamentals for Big Data Emergency Management and primarily focusses on the application of Big Data for Emergency Management. It walks the reader through the state of the art, in different facets of the big disaster data field. This includes many elements that ...

Big Data Applications in Geography and Planning

Big Data Applications in Geography and Planning
  • Author : Mark Birkin,Graham Clarke,Jonathan Corcoran,Robert Stimson
  • Publisher : Edward Elgar Publishing
  • Release Date : 2021-05-28
  • Total pages : 288
  • ISBN : 0128129719
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Summary : This unique book demonstrates the utility of big data approaches in human geography and planning. Offering a carefully curated selection of case studies, it reveals how researchers are accessing big data, what this data looks like and how such data can offer new and important insights and knowledge....

Spatio Temporal Data Streams

Spatio Temporal Data Streams
  • Author : Zdravko Galić
  • Publisher : Springer
  • Release Date : 2016-08-26
  • Total pages : 107
  • ISBN : 0128129719
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Summary : This SpringerBrief presents the fundamental concepts of a specialized class of data stream, spatio-temporal data streams, and demonstrates their distributed processing using Big Data frameworks and platforms. It explores a consistent framework which facilitates a thorough understanding of all different facets of the technology, from basic definitions to state-of-the-art techniques. ...

Innovative Applications of Big Data in the Railway Industry

Innovative Applications of Big Data in the Railway Industry
  • Author : Kohli, Shruti,Kumar, A.V. Senthil,Easton, John M.,Roberts, Clive
  • Publisher : IGI Global
  • Release Date : 2017-11-30
  • Total pages : 395
  • ISBN : 0128129719
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Summary : Use of big data has proven to be beneficial within many different industries, especially in the field of engineering; however, infiltration of this type of technology into more traditional heavy industries, such as the railways, has been limited. Innovative Applications of Big Data in the Railway Industry is a pivotal ...