Data Driven Solutions To Transportation Problems

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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 : 9780128170274
  • File Size : 47,7 Mb
  • Total Download : 886
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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

Transportation Science

Transportation Science
  • Author : Ziqiang Zeng,Yinhai Wang
  • Publisher : Elsevier
  • Release Date : 2018-11-15
  • Total pages : 272
  • ISBN : 0128170263
  • File Size : 33,5 Mb
  • Total Download : 492
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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 environment, 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 technical oriented researchers

Data Mining and Big Data

Data Mining and Big Data
  • Author : Ying Tan,Yuhui Shi
  • Publisher : Springer Nature
  • Release Date : 2023-01-19
  • Total pages : 445
  • ISBN : 9789811992971
  • File Size : 42,9 Mb
  • Total Download : 849
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This two-volume set, CCIS 1744 and CCIS 1745 book constitutes the 7th International Conference, on Data Mining and Big Data, DMBD 2022, held in Beijing, China, in November 21–24, 2022. The 62 full papers presented in this two-volume set included in this book were carefully reviewed and selected from 135 submissions. The papers present the latest research on advantages in theories, technologies, and applications in data mining and big data. The volume covers many aspects of data mining and big data as well as intelligent computing methods applied to all fields of computer science, machine learning, data mining and knowledge discovery, data science, etc.

HCI in Mobility, Transport, and Automotive Systems

HCI in Mobility, Transport, and Automotive Systems
  • Author : Heidi Krömker
  • Publisher : Springer Nature
  • Release Date : 2021-07-03
  • Total pages : 578
  • ISBN : 9783030783587
  • File Size : 22,5 Mb
  • Total Download : 599
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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 mobility for diverse target user groups.

Data Analytics for Intelligent Transportation Systems

Data Analytics for Intelligent Transportation Systems
  • Author : Mashrur Chowdhury,Amy Apon,Kakan Dey
  • Publisher : Elsevier
  • Release Date : 2017-04-05
  • Total pages : 344
  • ISBN : 9780128098516
  • File Size : 15,8 Mb
  • Total Download : 137
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Data Analytics for Intelligent Transportation Systems provides in-depth coverage of data-enabled methods for analyzing intelligent transportation systems that includes detailed coverage of the tools needed to implement these methods using big data analytics and other computing techniques. The book examines the major characteristics of connected transportation systems, along with the fundamental concepts of how to analyze the data they produce. It explores collecting, archiving, processing, and distributing the data, designing data infrastructures, data management and delivery systems, and the required hardware and software technologies. Users will learn how to design effective data visualizations, tactics on the planning process, and how to evaluate alternative data analytics for different connected transportation applications, along with key safety and environmental applications for both commercial and passenger vehicles, data privacy and security issues, and the role of social media data in traffic planning. Includes case studies in each chapter that illustrate the application of concepts covered Presents extensive coverage of existing and forthcoming intelligent transportation systems and data analytics technologies Contains contributors from both leading academic and commercial researchers Explains how to design effective data visualizations, tactics on the planning process, and how to evaluate alternative data analytics for different connected transportation applications

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 Date : 2021-07-14
  • Total pages : 149
  • ISBN : 9783030796389
  • File Size : 16,5 Mb
  • Total Download : 139
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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 be researchers, professionals, and practitioners around the world. This volume is based on contributions to the 6th GeoChina International Conference on Civil & Transportation Infrastructures: From Engineering to Smart & Green Life Cycle Solutions -- Nanchang, China, 2021.

Handbook on Decision Making

Handbook on Decision Making
  • Author : Chee Peng Lim
  • Publisher : Springer Science & Business Media
  • Release Date : 2010-09-07
  • Total pages : 532
  • ISBN : 9783642136399
  • File Size : 43,7 Mb
  • Total Download : 290
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Decision making arises when we wish to select the best possible course of action from a set of alternatives. With advancements of the digital technologies, it is easy, and almost instantaneous, to gather a large volume of information and/or data pertaining to a problem that we want to solve. For instance, the world-wi- web is perhaps the primary source of information and/or data that we often turn to when we face a decision making problem. However, the information and/or data that we obtain from the real world often are complex, and comprise various kinds of noise. Besides, real-world information and/or data often are incomplete and ambiguous, owing to uncertainties of the environments. All these make decision making a challenging task. To cope with the challenges of decision making, - searchers have designed and developed a variety of decision support systems to provide assistance in human decision making processes. The main aim of this book is to provide a small collection of techniques stemmed from artificial intelligence, as well as other complementary methodo- gies, that are useful for the design and development of intelligent decision support systems. Application examples of how these intelligent decision support systems can be utilized to help tackle a variety of real-world problems in different - mains, e. g. business, management, manufacturing, transportation and food ind- tries, and biomedicine, are also presented. A total of twenty chapters, which can be broadly divided into two parts, i. e.

Statistical and Econometric Methods for Transportation Data Analysis

Statistical and Econometric Methods for Transportation Data Analysis
  • Author : Simon Washington,Matthew G. Karlaftis,Fred Mannering,Panagiotis Anastasopoulos
  • Publisher : CRC Press
  • Release Date : 2020-01-30
  • Total pages : 395
  • ISBN : 9780429534225
  • File Size : 29,5 Mb
  • Total Download : 152
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The book's website (with databases and other support materials) can be accessed here. Praise for the Second Edition: The second edition introduces an especially broad set of statistical methods ... As a lecturer in both transportation and marketing research, I find this book an excellent textbook for advanced undergraduate, Master’s and Ph.D. students, covering topics from simple descriptive statistics to complex Bayesian models. ... It is one of the few books that cover an extensive set of statistical methods needed for data analysis in transportation. The book offers a wealth of examples from the transportation field. —The American Statistician Statistical and Econometric Methods for Transportation Data Analysis, Third Edition offers an expansion over the first and second editions in response to the recent methodological advancements in the fields of econometrics and statistics and to provide an increasing range of examples and corresponding data sets. It describes and illustrates some of the statistical and econometric tools commonly used in transportation data analysis. It provides a wide breadth of examples and case studies, covering applications in various aspects of transportation planning, engineering, safety, and economics. Ample analytical rigor is provided in each chapter so that fundamental concepts and principles are clear and numerous references are provided for those seeking additional technical details and applications. New to the Third Edition Updated references and improved examples throughout. New sections on random parameters linear regression and ordered probability models including the hierarchical ordered probit model. A new section on random parameters models with heterogeneity in the means and variances of parameter estimates. Multiple new sections on correlated random parameters and correlated grouped random parameters in probit, logit and hazard-based models. A new section discussing the practical aspects of random parameters model estimation. A new chapter on Latent Class Models. A new chapter on Bivariate and Multivariate Dependent Variable Models. Statistical and Econometric Methods for Transportation Data Analysis, Third Edition can serve as a textbook for advanced undergraduate, Masters, and Ph.D. students in transportation-related disciplines including engineering, economics, urban and regional planning, and sociology. The book also serves as a technical reference for researchers and practitioners wishing to examine and understand a broad range of statistical and econometric tools required to study transportation problems.

The Governance of Smart Transportation Systems

The Governance of Smart Transportation Systems
  • Author : Matthias Finger,Maxime Audouin
  • Publisher : Springer
  • Release Date : 2018-08-22
  • Total pages : 260
  • ISBN : 9783319965260
  • File Size : 10,7 Mb
  • Total Download : 505
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This book presents essential new governance structures to embrace and regulate smart mobility modes. Drawing on a range of case studies, it paves the way for new approaches to governing future transportation systems. Over the past decades, Information and Communication Technologies have enabled the development of new mobility solutions that have completely redefined traditional and well-established urban transportation systems. Urban transportation systems are evolving dramatically, from the development of shared mobility modes, to the advent of electric mobility, and from the automated mobility trend to the rapid spread of integrated transportation schemes. Given the disruptive nature of those new mobility solutions, new governance structures are needed. Through a series of case studies from around the world, this book highlights governance and regulatory processes having supported, or sometimes prevented, the development and implementation of smart mobility solutions (shared, automated, electric, integrated). The combination of chapters offers a comprehensive overview of the different research endeavours focusing on the governance of smart transportation systems and will help pave the way for this important subject, which is crucial for the future of cities.

Digital Transformation and Global Society

Digital Transformation and Global Society
  • Author : Daniel A. Alexandrov,Alexander V. Boukhanovsky,Andrei V. Chugunov,Yury Kabanov,Olessia Koltsova
  • Publisher : Springer
  • Release Date : 2017-11-08
  • Total pages : 476
  • ISBN : 9783319697840
  • File Size : 28,5 Mb
  • Total Download : 116
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This book constitutes the refereed proceedings of the Second International Conference on Digital Transformation and Global Society, DTGS 2017, held in St. Petersburg, Russia, in June 2017. The 34 revised full papers and three revised short papers presented were carefully reviewed and selected from 134 submissions. The papers are organized in topical sections on eSociety: social media analysis; eSociety: ICTs in education and science; eSociety: legal, security and usability issues; ePolity: electronic governance and electronic participation; ePolity: politics of cyberspace; eCity: urban planning and smart cities; eHealth: ICTs in public health management; eEconomy and eFinance: finance and knowledge management.

Production and Operations Management

Production and Operations Management
  • Author : Jorge Vargas Florez,Irineu de Brito Junior,Adriana Leiras,Sandro Alberto Paz Collado,Miguel Domingo González Alvarez,Carlos Alberto González-Calderón,Sebastian Villa Betancur,Michelle Rodriguez,Diana Ramirez-Rios
  • Publisher : Springer Nature
  • Release Date : 2022-10-03
  • Total pages : 560
  • ISBN : 9783031068621
  • File Size : 51,6 Mb
  • Total Download : 390
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This proceedings volume convenes selected, peer-reviewed contributions presented at the POMS 2021 – International Conference on Production and Operations Management, which was virtually held in Lima, Peru, December 2-4, 2021. This book presents results in the field of Operations Management of key relevance to practitioners, instructors, and students. Topics focus on Operations Management, Logistics and Supply Chain Management, and Industrial and Production Engineering and Management, where mathematics and its applications play a role. In this work, readers will find a colorful collection of real-world case studies, accompanied by operations research-based managerial models. They touch on myriad topics, ranging from Artificial Intelligence and Data Analytics in Operations, Defense, Tourism, and other emerging issues in Operations Management to Healthcare Operations Management and Humanitarian Operations and Crisis Management. The POMS Lima 2021 International Conference has been organized by the Latin America & Caribbean Chapter of the Production and Operations Management Society, the most renowned professional and academic organization representing the interests of production and operations management professionals and academicians around the world. Since 2018, POMS International Conferences have been organized by POMS-LA, the first venue being in Rio de Janeiro, Brazil. Venue 2021 event was hosted by the Pontifical Catholic University of Peru and Pacific University, two Peruvian Latin-American leading academic institutions from Peru.

Development of Smart Context-aware Services for Cargo Transportation

Development of Smart Context-aware Services for Cargo Transportation
  • Author : Dalė Dzemydienė
  • Publisher : Springer Nature
  • Release Date : 2023
  • Total pages : 425
  • ISBN : 9783031071997
  • File Size : 20,8 Mb
  • Total Download : 562
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With a focus on cargo transportation, this book addresses the development of approaches intended to secure an infrastructure of smart services to support the adaptive implementation of online multi-modal freight transport management processes. It discusses the development of multi-criteria decision-making components and their integration into the multi-layered computer-based information management of intelligent systems. Through detailed descriptions of various components of intelligent transport management systems, the book demonstrates how to develop the services needed in the right place and at the right time, and how to properly adapt to user needs, making necessary interventions to ensure the safety of the transportation process. Further, it describes the main ways to increase the autonomy and efficiency of user-vehicle interaction and shows how Information and Communications Technology (ICT) structural support for current and past situations in AI-based systems can help to anticipate future developments in freight transportation.

Performance Measures and Targets for Transportation Asset Management

Performance Measures and Targets for Transportation Asset Management
  • Author : Cambridge Systematics,National Cooperative Highway Research Program,Parsons Brinckerhoff
  • Publisher : Transportation Research Board
  • Release Date : 2006
  • Total pages : 181
  • ISBN : 9780309098472
  • File Size : 27,9 Mb
  • Total Download : 866
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PDF book entitled Performance Measures and Targets for Transportation Asset Management written by Cambridge Systematics,National Cooperative Highway Research Program,Parsons Brinckerhoff and published by Transportation Research Board which was released on 2006 with total hardcover pages 181, the book become popular and critical acclaim.

Departments of Transportation, and Housing and Urban Development, and Related Agencies Appropriations for 2008

Departments of Transportation, and Housing and Urban Development, and Related Agencies Appropriations for 2008
  • Author : United States. Congress. House. Committee on Appropriations. Subcommittee on Transportation, Housing and Urban Development, and Related Agencies
  • Publisher : Unknown
  • Release Date : 2007
  • Total pages : 229
  • ISBN : STANFORD:36105050452460
  • File Size : 34,8 Mb
  • Total Download : 641
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PDF book entitled Departments of Transportation, and Housing and Urban Development, and Related Agencies Appropriations for 2008 written by United States. Congress. House. Committee on Appropriations. Subcommittee on Transportation, Housing and Urban Development, and Related Agencies and published by Unknown which was released on 2007 with total hardcover pages 229, the book become popular and critical acclaim.

Departments of Transportation, and Housing and Urban Development, and Related Agencies Appropriations for 2009

Departments of Transportation, and Housing and Urban Development, and Related Agencies Appropriations for 2009
  • Author : United States. Congress. House. Committee on Appropriations. Subcommittee on Transportation, Housing and Urban Development, and Related Agencies
  • Publisher : Unknown
  • Release Date : 2008
  • Total pages : 1468
  • ISBN : STANFORD:36105050477178
  • File Size : 47,9 Mb
  • Total Download : 950
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PDF book entitled Departments of Transportation, and Housing and Urban Development, and Related Agencies Appropriations for 2009 written by United States. Congress. House. Committee on Appropriations. Subcommittee on Transportation, Housing and Urban Development, and Related Agencies and published by Unknown which was released on 2008 with total hardcover pages 1468, the book become popular and critical acclaim.

Surface Transportation System

Surface Transportation System
  • Author : United States. Congress. House. Committee on Transportation and Infrastructure. Subcommittee on Highways and Transit (2007- )
  • Publisher : Unknown
  • Release Date : 2007
  • Total pages : 168
  • ISBN : PSU:000061500662
  • File Size : 21,7 Mb
  • Total Download : 756
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PDF book entitled Surface Transportation System written by United States. Congress. House. Committee on Transportation and Infrastructure. Subcommittee on Highways and Transit (2007- ) and published by Unknown which was released on 2007 with total hardcover pages 168, the book become popular and critical acclaim.

Innovation Through Information Systems

Innovation Through Information Systems
  • Author : Frederik Ahlemann,Reinhard Schütte,Stefan Stieglitz
  • Publisher : Springer Nature
  • Release Date : 2021
  • Total pages : 704
  • ISBN : 9783030868000
  • File Size : 32,5 Mb
  • Total Download : 371
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This book presents the current state of research in information systems and digital transformation. Due to the global trend of digitalization and the impact of the Covid 19 pandemic, the need for innovative, high-quality research on information systems is higher than ever. In this context, the book covers a wide range of topics, such as digital innovation, business analytics, artificial intelligence, and IT strategy, which affect companies, individuals, and societies. This volume gathers the revised and peer-reviewed papers on the topic "Management" presented at the International Conference on Information Systems, held at the University of Duisburg-Essen in 2021

Big Data and Knowledge Sharing in Virtual Organizations

Big Data and Knowledge Sharing in Virtual Organizations
  • Author : Gyamfi, Albert,Williams, Idongesit
  • Publisher : IGI Global
  • Release Date : 2019-01-25
  • Total pages : 313
  • ISBN : 9781522575207
  • File Size : 49,8 Mb
  • Total Download : 908
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Knowledge in its pure state is tacit in nature—difficult to formalize and communicate—but can be converted into codified form and shared through both social interactions and the use of IT-based applications and systems. Even though there seems to be considerable synergies between the resulting huge data and the convertible knowledge, there is still a debate on how the increasing amount of data captured by corporations could improve decision making and foster innovation through effective knowledge-sharing practices. Big Data and Knowledge Sharing in Virtual Organizations provides innovative insights into the influence of big data analytics and artificial intelligence and the tools, methods, and techniques for knowledge-sharing processes in virtual organizations. The content within this publication examines cloud computing, machine learning, and knowledge sharing. It is designed for government officials and organizations, policymakers, academicians, researchers, technology developers, and students.

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 : 9783319602554
  • File Size : 45,6 Mb
  • Total Download : 433
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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 of application domains are covered. Various case studies by data management and analysis experts are presented in these chapters. Covered applications include banking, social networks, bioinformatics, healthcare, transportation and criminology. Highlighting the Importance of Big Data Management and Analysis for Various Applications will provide the reader with an understanding of how data management and analysis are adapted to these applications. This book will appeal to researchers and professionals in the field.

Data Science and Digital Business

Data Science and Digital Business
  • Author : Fausto Pedro García Márquez,Benjamin Lev
  • Publisher : Springer
  • Release Date : 2019-01-04
  • Total pages : 316
  • ISBN : 9783319956510
  • File Size : 19,9 Mb
  • Total Download : 201
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This book combines the analytic principles of digital business and data science with business practice and big data. The interdisciplinary, contributed volume provides an interface between the main disciplines of engineering and technology and business administration. Written for managers, engineers and researchers who want to understand big data and develop new skills that are necessary in the digital business, it not only discusses the latest research, but also presents case studies demonstrating the successful application of data in the digital business.

Handbook of Research on Promoting Sustainable Public Transportation Strategies in Urban Environments

Handbook of Research on Promoting Sustainable Public Transportation Strategies in Urban Environments
  • Author : Yilmaz, Zafer,Golem, Silvia,Costescu, Dorinela
  • Publisher : IGI Global
  • Release Date : 2023-01-16
  • Total pages : 422
  • ISBN : 9781668459980
  • File Size : 41,6 Mb
  • Total Download : 283
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The traditional urban transportation systems around the globe are now being transferred into green public transportation systems in an effort to mitigate CO2 emissions and provide nature-friendly transportation systems in cities and, ultimately, to increase citizens’ wellbeing. Furthermore, the cities are expected to transform their traditional transportation systems to cutting-edge high technology green transportation systems in the near future due to regulations applied by the related authorities such as the EU and UN. At the same time, cities are undergoing a transformation from traditional to smart cities, which is an inevitable process due to swift developments in technologies and smart systems. Sustainable public transportation systems must be developed and adjusted to be applicable in future smart cities. The Handbook of Research on Promoting Sustainable Public Transportation Strategies in Urban Environments considers the challenges and advantages of sustainable public transportation systems in urban areas and provides relevant theoretical frameworks, the latest empirical research findings, and an overview of the latest technological developments on the subject. Covering key topics such as green vehicles, sustainability, and walkable cities, this major reference work is ideal for policymakers, government officials, industry professionals, researchers, scholars, practitioners, academicians, instructors, and students.