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Data Science for Transport, Charles Fox


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Цена: 9083.00р.
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Автор: Charles Fox
Название:  Data Science for Transport
ISBN: 9783030102913
Издательство: Springer
Классификация:






ISBN-10: 3030102912
Обложка/Формат: Soft cover
Страницы: 185
Вес: 0.40 кг.
Дата издания: 2018
Серия: Springer Textbooks in Earth Sciences, Geography and Environment
Язык: English
Издание: Softcover reprint of
Иллюстрации: 10 tables, color; 49 illustrations, color; 28 illustrations, black and white; xvii, 185 p. 77 illus., 49 illus. in color.
Размер: 254 x 178 x 11
Читательская аудитория: Professional & vocational
Основная тема: Geography
Подзаголовок: A Self-Study Guide with Computer Exercises
Ссылка на Издательство: Link
Рейтинг:
Поставляется из: Германии
Описание: The quantity, diversity and availability of transport data is increasing rapidly, requiring new skills in the management and interrogation of data and databases. Recent years have seen a new wave of big data, Data Science, and smart cities changing the world, with the Harvard Business Review describing Data Science as the sexiest job of the 21st century. Transportation professionals and researchers need to be able to use data and databases in order to establish quantitative, empirical facts, and to validate and challenge their mathematical models, whose axioms have traditionally often been assumed rather than rigorously tested against data. This book takes a highly practical approach to learning about Data Science tools and their application to investigating transport issues. The focus is principally on practical, professional work with real data and tools, including business and ethical issues.
Transport modeling practice was developed in a data poor world, and many of our current techniques and skills are building on that sparsity. In a new data rich world, the required tools are different and the ethical questions around data and privacy are definitely different. I am not sure whether current professionals have these skills; and I am certainly not convinced that our current transport modeling tools will survive in a data rich environment. This is an exciting time to be a data scientist in the transport field. We are trying to get to grips with the opportunities that big data sources offer; but at the same time such data skills need to be fused with an understanding of transport, and of transport modeling. Those with these combined skills can be instrumental at providing better, faster, cheaper data for transport decision- making; and ultimately contribute to innovative, efficient, data driven modeling techniques of the future. It is not surprising that this course, this book, has been authored by the Institute for Transport Studies. To do this well, you need a blend of academic rigor and practical pragmatism. There are few educational or research establishments better equipped to do that than ITS Leeds.
- Tom van Vuren, Divisional Director, Mott MacDonald
WSP is proud to be a thought leader in the world of transport modelling, planning and economics, and has a wide range of opportunities for people with skills in these areas. The evidence base and forecasts we deliver to effectively implement strategies and schemes are ever more data and technology focused a trend we have helped shape since the 1970s, but with particular disruption and opportunity in recent years. As a result of these trends, and to suitably skill the next generation of transport modellers, we asked the world-leading Institute for Transport Studies, to boost skills in these areas, and they have responded with a new MSc programme which you too can now study via this book.
- Leighton Cardwell, Technical Director, WSP.
From processing and analysing large datasets, to automation of modelling tasks sometimes requiring different software packages to talk to each other, to data visualization, SYSTRA employs a range of techniques and tools to provide our clients with deeper insights and effective solutions. This book does an excellent job in giving you the skills to manage, interrogate and analyse databases, and develop powerful presentations. Another important publication from ITS Leeds.
- Fitsum Teklu, Associate Director (Modelling & Appraisal) SYSTRA Ltd
Urban planning has relied for decades on statistical and computational practices that have little to do with mainstream
Дополнительное описание: Preface/?Foreword (professional public transport analyst.- Introduction.- What is Data Science?.- Introduction to Python programming.- Database Design.- Data Munging.- Spatial Data.- Bayesian Interference.- Discriminative Classification.- Spatial Analysis



Data Science for Transport

Автор: Fox
Название: Data Science for Transport
ISBN: 3319729527 ISBN-13(EAN): 9783319729527
Издательство: Springer
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Цена: 9083.00 р.
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Описание: The quantity, diversity and availability of transport data is increasing rapidly, requiring new skills in the management and interrogation of data and databases.

Computation and Big Data for Transport

Автор: Pedro Diez
Название: Computation and Big Data for Transport
ISBN: 3030377512 ISBN-13(EAN): 9783030377519
Издательство: Springer
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Цена: 22359.00 р.
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Описание: This book gathers the outcomes of the second ECCOMAS CM3 Conference series on transport, which addressed the main challenges and opportunities that computation and big data represent for transport and mobility in the automotive, logistics, aeronautics and marine-maritime fields.

Nodes in Transport Networks – Research, Data Analysis and Modelling

Автор: El?bieta Macioszek; Nan Kang; Grzegorz Sierpi?ski
Название: Nodes in Transport Networks – Research, Data Analysis and Modelling
ISBN: 3030391086 ISBN-13(EAN): 9783030391089
Издательство: Springer
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Цена: 13974.00 р.
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Описание: The publication delivers numerous valuable guidelines, particularly useful when making decisions related in the subject matter to road and rail nodes located in dense transport networks. The know-how displayed while discussing practical examples as well as the decision making support systems described in the publication will certainly attract the interest of those who daily face the challenge of seeking solutions to the operational and functional problems of transport nodes in contemporary transport networks and systems. This publication is dedicated to local authorities involved in planning and preparation of development strategies for specific transport-related issues (in both urban and regional areas) as well as to representatives of business and industry, being those who participate directly in the implementation of traffic engineering solutions. The guidelines provided in individual chapters of the publication will make it possible to address the given problem in an advanced manner and simplify the choice of appropriate strategies (including those related to synchronisation of road traffic streams, improving the capacity, road traffic safety analysis, evaluation of changes in drivers’ behaviour on account of introducing countdown timers at signal-controlled intersections using UAV data, the influence of the type of traffic organisation on the behaviour of pedestrians at tram line crossings). On the other hand, since the publication also concerns the new approach to theoretical models (including potential places of integration of public transport with the railway network or the speed adviser for pedestrians enabling them to choose the optimal path at signal-controlled intersections), it should also attract the attention of researches and scientists studying this body of problems. The publication entitled 'Nodes in transport networks - research, data analysis and modelling' contains selected papers submitted to and presented at the 16th ”Transport Systems. Theory and Practice” Scientific and Technical Conference organized by the Department of Transport Systems and Traffic Engineering at the Faculty of Transport of the Silesian University of Technology. The conference was held on 16-18 September 2019 in Katowice (Poland).

Reduction of CO2 Emissions from Road Transport in Cities

Автор: Markiewicz
Название: Reduction of CO2 Emissions from Road Transport in Cities
ISBN: 3658163186 ISBN-13(EAN): 9783658163181
Издательство: Springer
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Цена: 11179.00 р.
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Описание: Michal Markiewicz presents the outcomes of his research regarding the influence of dynamic route guidance system on overall emission of carbon dioxide from road transport in rural areas. Sustainable transportation in smart cities is a big challenge of our time, but before electric vehicles replace vehicles that burn fossil fuels we have to think about traffic optimization methods that reduce the amount of greenhouse gas emissions.

Data Science And Simulation In Transportation Research

Автор: Janssens, Yasar & Knapen
Название: Data Science And Simulation In Transportation Research
ISBN: 1466649208 ISBN-13(EAN): 9781466649200
Издательство: Mare Nostrum (Eurospan)
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Цена: 25502.00 р.
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Описание: Given its effective techniques and theories from various sources and fields, data science is playing a vital role in transportation research and the consequences of the inevitable switch to electronic vehicles. This fundamental insight provides a step towards the solution of this important challenge.Data Science and Simulation in Transportation Research highlights entirely new and detailed spatial-temporal micro-simulation methodologies for human mobility and the emerging dynamics of our society. Bringing together novel ideas grounded in big data from various data mining and transportation science sources, this book is an essential tool for professionals, students, and researchers in the fields of transportation research and data mining.

Evaluation of intelligent road transport systems

Название: Evaluation of intelligent road transport systems
ISBN: 1785611720 ISBN-13(EAN): 9781785611728
Издательство: Неизвестно
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Цена: 29772.00 р.
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Описание: This book provides an overview of ICT-based intelligent road transport systems with an emphasis on evaluation methods and recent evaluation results of ITS development and deployment.

Is Transport Infrastructure Effective?

Автор: Piet Rietveld; Frank Bruinsma
Название: Is Transport Infrastructure Effective?
ISBN: 3642722342 ISBN-13(EAN): 9783642722349
Издательство: Springer
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Цена: 18284.00 р.
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Описание: When in 1989 the authors started research on infrastructure, they did not foresee that this would lead to a long-term involvement in this area. Finally, we not only treat transport infrastructure projects as given, as is the usual approach in infrastructure impact research, but we also analyze the factors influencing infrastructure supply.

Low-Volume Road Engineering

Автор: Douglas
Название: Low-Volume Road Engineering
ISBN: 1482212633 ISBN-13(EAN): 9781482212631
Издательство: Taylor&Francis
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Цена: 24499.00 р.
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Описание:

"Everything that sustains us - grown, mined, or drilled - begins its journey to us on a low-volume road (Long)." Defined as roads with traffic volumes of no more than 400 vehicles per day, they have enormous impacts on economies, communication, and social interaction. Low-volume roads comprise, at one end of the spectrum, farm-to-market roads, roads in developing countries, northern roads, roads on aboriginal lands and parklands; and at the other end of the spectrum, heavy haul roads for mining, oil and gas, oil sands extraction, and forestry.

Low-Volume Road Engineering: Design, Construction, and Maintenance gives an international perspective to the engineering design of low-volume roads and their construction and maintenance. It is a single reference drawing from the dispersed literature. It lays out the basic principles of each topic, from road location and geometric design, pavement design, slope stability and erosion control, through construction to maintenance, then refers the reader to more comprehensive treatment elsewhere. Wherever possible, comparisons are made between the standard specifications and practices existing in the US, Canada, the UK, South Africa, Australia and New Zealand.

Topics covered include the following:

  • Road classification, location, and geometric design
  • Pavement concepts, materials, and thickness design
  • Drainage, erosion and sediment control, and watercrossings
  • Slope stability
  • Geosynthetics
  • Road construction, maintenance, and maintenance management

Low-Volume Road Engineering: Design, Construction, and Maintenance is a valuable reference for engineers, planners, designers and project managers in consulting firms, contracting firms and NGOs. It also is an essential reference in support of university courses on transportation engineering and planning, and on mining, oil and gas, and forestry infrastructure.

Sustainable Transport Development, Innovation and Technology

Автор: Micha? Suchanek
Название: Sustainable Transport Development, Innovation and Technology
ISBN: 3319514261 ISBN-13(EAN): 9783319514260
Издательство: Springer
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Цена: 22359.00 р.
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Описание: This proceedings volume presents current research on transport sector development, with particular emphasis on sustainable transport development, innovation and transport enterprise growth and survival. Currently, the three most important topics in transportation research are green transport, transport innovations and metropolitan transport.

Rail Transport—Systems Approach

Автор: Aleksander S?adkowski
Название: Rail Transport—Systems Approach
ISBN: 3319515012 ISBN-13(EAN): 9783319515014
Издательство: Springer
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Цена: 20962.00 р.
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Описание: This book shows how the systems approach is employed by scientists in various countries to solve specific problems concerning railway transport.

Public Transit Planning and Operation: Modeling, Practice and Behavior, Second Edition

Автор: Ceder Avishai
Название: Public Transit Planning and Operation: Modeling, Practice and Behavior, Second Edition
ISBN: 1466563915 ISBN-13(EAN): 9781466563919
Издательство: Taylor&Francis
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Цена: 13473.00 р.
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Описание:

Addresses the Challenges Facing Public Transport Policy Makers and Operators

Public Transit Planning and Operation: Modeling, Practice and Behavior, Second Edition offers new solutions for delivering both better services and greater efficiency, solutions which have been developed and tested by the author in over thirty years of research work with mass transit policy makers and operators all over the world. It bridges the worlds of practice and research and academia, provides an overview and a critique of currently used operational planning methods, and furnishes innovative practical techniques and modeling.

Improve Service Performance and Successfully Manage the Costs of Operation

This new edition brings in new material on timetabling and vehicle scheduling with different vehicle sizes, new methods of designing transit route networks, analysis of transit coordination and connectivity, behavioral aspects of passengers including when making transfers, and innovative methods related to automation and optimization which can be used in real time to significantly improve service reliability.

  • Combines academic research with real-world project experience
  • Focuses on issues encountered in practice
  • Provides unique coverage of the field

Public Transit Planning and Operation: Modeling, Practice and Behavior, Second Edition incorporates a series of themes and new ways of thinking about planning and operation. Bridging the gap between theory and application, this text outlines the factors affecting public-transport services, addresses common problems, and offers practical solutions for improvement.

Recent Advances in Traffic Engineering for Transport Networks and Systems

Автор: El?bieta Macioszek; Grzegorz Sierpi?ski
Название: Recent Advances in Traffic Engineering for Transport Networks and Systems
ISBN: 3319640836 ISBN-13(EAN): 9783319640839
Издательство: Springer
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Цена: 23757.00 р.
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