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Mobility Data-Driven Urban Traffic Monitoring, Liu Zhidan, Wu Kaishun


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Цена: 9083.00р.
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Автор: Liu Zhidan, Wu Kaishun
Название:  Mobility Data-Driven Urban Traffic Monitoring
ISBN: 9789811622403
Издательство: Springer
Классификация:



ISBN-10: 981162240X
Обложка/Формат: Paperback
Страницы: 69
Вес: 0.13 кг.
Дата издания: 23.06.2021
Язык: English
Размер: 23.39 x 15.60 x 0.43 cm
Ссылка на Издательство: Link
Поставляется из: Германии
Описание:

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. This solution mines the traffic correlation at the road network scale and exploits the compressive sensing theory to recover traffic conditions of the whole road network from sparse traffic samplings. Second, the authors have compared the traffic estimation performances between linear and nonlinear traffic correlation models and proposed a dynamical non-linear traffic correlation modelling-based urban traffic monitoring approach. To address the challenge of involved huge computation overheads, the approach adapts the traffic modelling and estimations tasks to Apache Spark, a popular parallel computing framework. Third, in addition to mobility data collected by the public transit systems, the authors present a crowdsensing-based urban traffic monitoring approach. The proposal exploits the lightweight mobility data collected from participatory bus riders to recover traffic statuses through careful data processing and analysis. Last but not the least, the book points out some future research directions, which can further improve the accuracy and efficiency of mobility data-driven urban traffic monitoring at large scale.

This book targets researchers, computer scientists, and engineers, who are interested in the research areas of intelligent transportation systems (ITS), urban computing, big data analytic, and Internet of Things (IoT). Advanced level students studying these topics benefit from this book as well.




Structural Health Monitoring Based on Data Science Techniques

Автор: Cury Alexandre, Ribeiro Diogo, Ubertini Filippo
Название: Structural Health Monitoring Based on Data Science Techniques
ISBN: 3030817156 ISBN-13(EAN): 9783030817152
Издательство: Springer
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Цена: 20962.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: The modern structural health monitoring (SHM) paradigm of transforming in situ, real-time data acquisition into actionable decisions regarding structural performance, health state, maintenance, or life cycle assessment has been accelerated by the rapid growth of "big data" availability and advanced data science.

Data-driven innovation

Автор: Andersen, Michael Moesgaard Pedersen, Torben
Название: Data-driven innovation
ISBN: 036748577X ISBN-13(EAN): 9780367485771
Издательство: Taylor&Francis
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Цена: 8420.00 р.
Наличие на складе: Поставка под заказ.

Описание: This book offers companies insights on paths to business success, and tools that will help them find the right route through the various options when it comes to the digital platforms where innovations may be discovered and from which value may be appropriated.

Monitoring Multimode Continuous Processes: A Data-Driven Approach

Автор: Quiсones-Grueiro Marcos, Llanes-Santiago Orestes, Silva Neto Antфnio Josй
Название: Monitoring Multimode Continuous Processes: A Data-Driven Approach
ISBN: 303054740X ISBN-13(EAN): 9783030547400
Издательство: Springer
Цена: 13974.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book examines recent methods for data-driven fault diagnosis of multimode continuous processes. The book provides both theoretical and practical tools to help readers address the fault diagnosis problem by drawing data-driven methods from at least three different areas: statistics, unsupervised, and supervised learning.

Data Analytics: Paving the Way to Sustainable Urban Mobility

Автор: Eftihia G. Nathanail; Ioannis D. Karakikes
Название: Data Analytics: Paving the Way to Sustainable Urban Mobility
ISBN: 3030023044 ISBN-13(EAN): 9783030023041
Издательство: Springer
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Цена: 34937.00 р.
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Описание: This book aims at showing how big data sources and data analytics can play an important role in sustainable mobility. It is especially intended to provide academicians, researchers, practitioners and decision makers with a snapshot of methods that can be effectively used to improve urban mobility. The different chapters, which report on contributions presented at the 4th Conference on Sustainable Urban Mobility, held on May 24-25, 2018, in Skiathos Island, Greece, cover different thematic areas, such as social networks and traveler behavior, applications of big data technologies in transportation and analytics, transport infrastructure and traffic management, transportation modeling, vehicle emissions and environmental impacts, public transport and demand responsive systems, intermodal interchanges, smart city logistics systems, data security and associated legal aspects. They show in particular how to apply big data in improving urban mobility, discuss important challenges in developing and implementing analytics methods and provide the reader with an up-to-date review of the most representative research on data management techniques for enabling sustainable urban mobility

The Future of Digital Surveillance: Why Digital Monitoring Will Never Lose Its Appeal in a World of Algorithm-Driven AI

Автор: Yong Jin Park
Название: The Future of Digital Surveillance: Why Digital Monitoring Will Never Lose Its Appeal in a World of Algorithm-Driven AI
ISBN: 0472074849 ISBN-13(EAN): 9780472074846
Издательство: Mare Nostrum (Eurospan)
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Цена: 9009.00 р.
Наличие на складе: Нет в наличии.

Описание: Are humans hard-wired to make good decisions about managing their privacy in an increasingly public world? Or are we helpless victims of surveillance through our use of invasive digital media? Exploring the chasm between the tyranny of surveillance and the ideal of privacy, this book traces the origins of personal data collection in digital technologies including artificial intelligence (AI) embedded in social network sites, search engines, mobile apps, the web, and email. The Future of Digital Surveillance argues against a technologically deterministic view—digital technologies by nature do not cause surveillance. Instead, the shaping of surveillance technologies is embedded in a complex set of individual psychology, institutional behaviours, and policy principles.

Mobility and Traffic in the 21st Century

Автор: Franz Mayinger
Название: Mobility and Traffic in the 21st Century
ISBN: 3642074871 ISBN-13(EAN): 9783642074875
Издательство: Springer
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Цена: 25853.00 р.
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Описание: They applied themselves to four main topics: - Bimodal transport system. - Mobility and transport in agglomoration areas. - How communication technologies influence the future of mobility. It is directed at the group of people interested in future traffic policy in general and in traffic engineering in particular.

Advances in Self-healing Systems Monitoring and Data Processing

Автор: Ruban Igor, Kovalenko Andriy, Levashenko Vitaly
Название: Advances in Self-healing Systems Monitoring and Data Processing
ISBN: 3030965457 ISBN-13(EAN): 9783030965457
Издательство: Springer
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Цена: 22359.00 р.
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Описание: This book presents the systematized research, development and improvement of methods in self-healing communication and control systems. The book presents new models and methods of data processing, focused on the specifics of self-healing systems. The goal is to equip the reader with the necessary knowledge about trends in monitoring and detecting failures, modelling processes and methods of data processing in self-healing communication and control systems.

AI and Machine Learning Paradigms for Health Monitoring System: Intelligent Data Analytics

Автор: Malik Hasmat, Fatema Nuzhat, Alzubi Jafar A.
Название: AI and Machine Learning Paradigms for Health Monitoring System: Intelligent Data Analytics
ISBN: 9813344148 ISBN-13(EAN): 9789813344143
Издательство: Springer
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Цена: 25155.00 р.
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Описание: This book embodies principles and applications of advanced soft computing approaches in engineering, healthcare and allied domains directed toward the researchers aspiring to learn and apply intelligent data analytics techniques.

AI and Machine Learning Paradigms for Health Monitoring System: Intelligent Data Analytics

Автор: Malik Hasmat, Fatema Nuzhat, Alzubi Jafar A.
Название: AI and Machine Learning Paradigms for Health Monitoring System: Intelligent Data Analytics
ISBN: 9813344113 ISBN-13(EAN): 9789813344112
Издательство: Springer
Цена: 25155.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book embodies principles and applications of advanced soft computing approaches in engineering, healthcare and allied domains directed toward the researchers aspiring to learn and apply intelligent data analytics techniques.

Hci in Mobility, Transport, and Automotive Systems. Driving Behavior, Urban and Smart Mobility: Second International Conference, Mobitas 2020, Held as

Автор: Krцmker Heidi
Название: Hci in Mobility, Transport, and Automotive Systems. Driving Behavior, Urban and Smart Mobility: Second International Conference, Mobitas 2020, Held as
ISBN: 3030505367 ISBN-13(EAN): 9783030505363
Издательство: Springer
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Цена: 10340.00 р.
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Описание:

Studies on Driving Behavior.- Hand-Skin Temperature Response to Driving Fatigue: an Exploratory Study.- Toward Driver State Models that Explain Interindividual Variability of Distraction for Adaptive Automation.- Development of a Driving Model that Understands Other Drivers' Characteristics.- Voice User-Interface (VUI) in Automobiles: Exploring Design Opportunities for using VUI through the Observational Study.- Measuring Driver Distraction with the Box Task - A Summary of Two Experimental Studies.- I Care Who and Where you Are - Influence of Type, Position and Quantity of Oncoming Vehicles on Perceived Safety during Automated Driving on Rural Roads.- Evaluation of Driver Drowsiness while Using Automated Driving Systems on Driving Simulator, Test Course and Public Roads.- Conflict Situations and Driving Behavior in Road Traffic - an Analysis using Eyetracking and Stress Measurement on Car Drivers.- Decision-making in Interactions between Two Vehicles at a Highway Junction.- Influencing Driver's Behavior on an Expressway with Intrinsic Motivation.- The Relationship between Drowsiness Level and Takeover Performance in Automated Driving.- Urban and Smart Mobility.- Toolbox for Analysis and Evaluation of Low-Emission Urban Mobility.- Training Pedestrian Safety Skills in Youth with Intellectual Disabilities Using Fully Immersive Virtual Reality - A Feasibility Study.- A Decision Support System for Terminal Express Delivery Route Planning.- A Tactile Interface to Steer Power Wheelchairs for People Suffering from Neuromuscular Diseases.- A Methodological Approach to Determine the Benefits of External HMI during Interactions between Cyclists and Automated Vehicles: A Bicycle Simulator Study.- Mobility-as-a-Service: Tentative on Users, Use and Effects.- A Passenger Context Model for Adaptive Passenger Information in Public Transport.- An Evaluation Environment for User Studies in the Public Transport Domain.- Design Guidelines for the Simulation of the Usage Context "Station" in VR Environment .- UI Proposal for Shared Autonomous Vehicles: Focusing on Improving User's Trust.- Employees' Vulnerability - the Challenge When Introducing New Technologies in Local Authorities.- PRONTOMovel - A Way of Transporting Creativity and Technology.- Multimodal Mobility Packages - Concepts and Methodological Design Approaches.- A Multi-Device Evaluation Approach of Passenger Information Systems in Smart Public Transport.- Investigating the Influencing Factors of User Experience in Car-sharing Services: an Application of DEMATEL Method.- Assistive Systems for Special Needs in Mobility in the Smart City.

Mobility Data Management and Exploration

Автор: Nikos Pelekis; Yannis Theodoridis
Название: Mobility Data Management and Exploration
ISBN: 1493945106 ISBN-13(EAN): 9781493945108
Издательство: Springer
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Цена: 8384.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This text integrates different mobility data handling processes, from database management to multi-dimensional analysis and mining, into a unified presentation driven by the spectrum of requirements raised by real-world applications.

Mobility Data Management and Exploration

Автор: Nikos Pelekis; Yannis Theodoridis
Название: Mobility Data Management and Exploration
ISBN: 1493903918 ISBN-13(EAN): 9781493903917
Издательство: Springer
Рейтинг:
Цена: 8384.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This text integrates different mobility data handling processes, from database management to multi-dimensional analysis and mining, into a unified presentation driven by the spectrum of requirements raised by real-world applications.


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