Computing With Spatial Trajectories

Author : Yu Zheng
Publisher : Springer Science & Business Media
ISBN 13 : 1461416299
Total Pages : 308 pages
Book Rating : 4.96/5 ( download)

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Download or read book Computing with Spatial Trajectories written by Yu Zheng and published by Springer Science & Business Media. This book was released on 2011-10-02 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: Spatial trajectories have been bringing the unprecedented wealth to a variety of research communities. A spatial trajectory records the paths of a variety of moving objects, such as people who log their travel routes with GPS trajectories. The field of moving objects related research has become extremely active within the last few years, especially with all major database and data mining conferences and journals. Computing with Spatial Trajectories introduces the algorithms, technologies, and systems used to process, manage and understand existing spatial trajectories for different applications. This book also presents an overview on both fundamentals and the state-of-the-art research inspired by spatial trajectory data, as well as a special focus on trajectory pattern mining, spatio-temporal data mining and location-based social networks. Each chapter provides readers with a tutorial-style introduction to one important aspect of location trajectory computing, case studies and many valuable references to other relevant research work. Computing with Spatial Trajectories is designed as a reference or secondary text book for advanced-level students and researchers mainly focused on computer science and geography. Professionals working on spatial trajectory computing will also find this book very useful.

Author : Yu Zheng
Publisher : MIT Press
ISBN 13 : 0262039087
Total Pages : 633 pages
Book Rating : 4.86/5 ( download)

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Download or read book Urban Computing written by Yu Zheng and published by MIT Press. This book was released on 2019-02-05 with total page 633 pages. Available in PDF, EPUB and Kindle. Book excerpt: An authoritative treatment of urban computing, offering an overview of the field, fundamental techniques, advanced models, and novel applications. Urban computing brings powerful computational techniques to bear on such urban challenges as pollution, energy consumption, and traffic congestion. Using today's large-scale computing infrastructure and data gathered from sensing technologies, urban computing combines computer science with urban planning, transportation, environmental science, sociology, and other areas of urban studies, tackling specific problems with concrete methodologies in a data-centric computing framework. This authoritative treatment of urban computing offers an overview of the field, fundamental techniques, advanced models, and novel applications. Each chapter acts as a tutorial that introduces readers to an important aspect of urban computing, with references to relevant research. The book outlines key concepts, sources of data, and typical applications; describes four paradigms of urban sensing in sensor-centric and human-centric categories; introduces data management for spatial and spatio-temporal data, from basic indexing and retrieval algorithms to cloud computing platforms; and covers beginning and advanced topics in mining knowledge from urban big data, beginning with fundamental data mining algorithms and progressing to advanced machine learning techniques. Urban Computing provides students, researchers, and application developers with an essential handbook to an evolving interdisciplinary field.

Author : Nikos Mamoulis
Publisher : Springer Science & Business Media
ISBN 13 : 3642029817
Total Pages : 478 pages
Book Rating : 4.13/5 ( download)

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Download or read book Advances in Spatial and Temporal Databases written by Nikos Mamoulis and published by Springer Science & Business Media. This book was released on 2009-06-30 with total page 478 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the refereed proceedings of the 11th International Symposium on Spatial and Temporal Databases, SSTD 2009, held in Aalborg, Denmark, in July 2009. The 20 revised full papers presented together with 3 keynotes, 7 short papers, and 10 demonstration papers, were thoroughly reviewed and selected from a total of 62 research submissions and 11 demonstration submissions. The papers are organized in topical sections on spatial and flow networks, integrity and security, uncertain data and new technologies, indexing and monitoring moving objects, advanced queries, as well as on models and languages.

Author : Azedine Boulmakoul
Publisher : CRC Press
ISBN 13 : 1000817466
Total Pages : 402 pages
Book Rating : 4.61/5 ( download)

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Download or read book Smart Trajectories written by Azedine Boulmakoul and published by CRC Press. This book was released on 2022-12-30 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights the developments, discoveries, and practical and advanced experiences related to responsive distributed computing and how it can support the deployment of trajectory-based applications in smart systems. Smart Trajectories: Metamodeling, Reactive Architecture for Analytics and Smart Applications deals with the representation and manipulation of smart trajectories in various applications and scenarios. Presented in three parts, the book first discusses the foundation and principles for spatial information systems, complex event processing, and building a reactive architecture. Next, the book discusses modeling and architecture in relation to smart trajectory metamodeling, mining and big trajectory data, and clustering trajectories. The final section discusses advanced applications and trends in the field, including congestion trajectory analytics and real-time Big Data analytics in cloud ecosystems. Metamodeling, distributed architectures, reactive programming, Big Data analytics, NoSQL databases, connected objects, and edge-fog-cloud computing form the basis of the concepts and applications discussed. The book also presents a number of case studies to demonstrate smart trajectories related to spatiotemporal events such as traffic congestion and pedestrian accidents. This book is intended for graduate students in computer engineering, spatial databases, complex event processing, distributed systems, and geographical information systems (GIS). The book will also be useful for practicing traffic engineers, city managers, and environmental engineers interested in monitoring and security analysis.

Author : Cheqing Jin
Publisher : World Scientific Publishing Company
ISBN 13 : 9789811210457
Total Pages : 272 pages
Book Rating : 4.54/5 ( download)

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Download or read book Clustering and Outlier Detection for Trajectory Stream Data written by Cheqing Jin and published by World Scientific Publishing Company. This book was released on 2020 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: As mobile devices continue becoming a larger part of our lives, the development of location acquisition technologies to track moving objects have focused the minds of researchers on issues ranging from longitude and latitude coordinates, speed, direction, and timestamping, as part of parameters needed to calculate the positional information and locations of objects, in terms of time and position in the form of trajectory streams. Recently, recent advances have facilitated various urban applications such as smart transportation and mobile delivery services.Unlike other books on spatial databases, mobile computing, data mining, or computing with spatial trajectories, this book is focused on smart transportation applications.This book is a good reference for advanced undergraduates, graduate students, researchers, and system developers working on transportation systems.

Author : Yu Zheng
Publisher : MIT Press
ISBN 13 : 0262350238
Total Pages : 633 pages
Book Rating : 4.35/5 ( download)

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Download or read book Urban Computing written by Yu Zheng and published by MIT Press. This book was released on 2019-02-12 with total page 633 pages. Available in PDF, EPUB and Kindle. Book excerpt: An authoritative treatment of urban computing, offering an overview of the field, fundamental techniques, advanced models, and novel applications. Urban computing brings powerful computational techniques to bear on such urban challenges as pollution, energy consumption, and traffic congestion. Using today's large-scale computing infrastructure and data gathered from sensing technologies, urban computing combines computer science with urban planning, transportation, environmental science, sociology, and other areas of urban studies, tackling specific problems with concrete methodologies in a data-centric computing framework. This authoritative treatment of urban computing offers an overview of the field, fundamental techniques, advanced models, and novel applications. Each chapter acts as a tutorial that introduces readers to an important aspect of urban computing, with references to relevant research. The book outlines key concepts, sources of data, and typical applications; describes four paradigms of urban sensing in sensor-centric and human-centric categories; introduces data management for spatial and spatio-temporal data, from basic indexing and retrieval algorithms to cloud computing platforms; and covers beginning and advanced topics in mining knowledge from urban big data, beginning with fundamental data mining algorithms and progressing to advanced machine learning techniques. Urban Computing provides students, researchers, and application developers with an essential handbook to an evolving interdisciplinary field.

Author : Azedine Boulmakoul
Publisher : CRC Press
ISBN 13 : 1000817431
Total Pages : 352 pages
Book Rating : 4.30/5 ( download)

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Download or read book Smart Trajectories written by Azedine Boulmakoul and published by CRC Press. This book was released on 2022-12-30 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights the developments, discoveries, and practical and advanced experiences related to responsive distributed computing and how it can support the deployment of trajectory-based applications in smart systems. Smart Trajectories: Metamodeling, Reactive Architecture for Analytics and Smart Applications deals with the representation and manipulation of smart trajectories in various applications and scenarios. Presented in three parts, the book first discusses the foundation and principles for spatial information systems, complex event processing, and building a reactive architecture. Next, the book discusses modeling and architecture in relation to smart trajectory metamodeling, mining and big trajectory data, and clustering trajectories. The final section discusses advanced applications and trends in the field, including congestion trajectory analytics and real-time Big Data analytics in cloud ecosystems. Metamodeling, distributed architectures, reactive programming, Big Data analytics, NoSQL databases, connected objects, and edge-fog-cloud computing form the basis of the concepts and applications discussed. The book also presents a number of case studies to demonstrate smart trajectories related to spatiotemporal events such as traffic congestion and pedestrian accidents. This book is intended for graduate students in computer engineering, spatial databases, complex event processing, distributed systems, and geographical information systems (GIS). The book will also be useful for practicing traffic engineers, city managers, and environmental engineers interested in monitoring and security analysis.

Author : M.A. Jabbar
Publisher : CRC Press
ISBN 13 : 1000846431
Total Pages : 257 pages
Book Rating : 4.30/5 ( download)

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Download or read book Smart Urban Computing Applications written by M.A. Jabbar and published by CRC Press. This book was released on 2023-02-07 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited book is a collection of quality research articles reporting research advances in the area of deep learning, IoT and urban computing. It describes new insights based on deep learning and IoT for urban computing and is useful for architects, engineers, policymakers, facility managers, academicians, and researchers who are interested in expanding their knowledge of the applications of deep learning trends involving urban computing.

Author : Jiali Mao
Publisher : World Scientific
ISBN 13 : 9811210470
Total Pages : 272 pages
Book Rating : 4.71/5 ( download)

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Download or read book Clustering And Outlier Detection For Trajectory Stream Data written by Jiali Mao and published by World Scientific. This book was released on 2020-02-18 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: As mobile devices continue becoming a larger part of our lives, the development of location acquisition technologies to track moving objects have focused the minds of researchers on issues ranging from longitude and latitude coordinates, speed, direction, and timestamping, as part of parameters needed to calculate the positional information and locations of objects, in terms of time and position in the form of trajectory streams. Recently, recent advances have facilitated various urban applications such as smart transportation and mobile delivery services.Unlike other books on spatial databases, mobile computing, data mining, or computing with spatial trajectories, this book is focused on smart transportation applications.This book is a good reference for advanced undergraduates, graduate students, researchers, and system developers working on transportation systems.

Author : Ming-Syan Chen
Publisher : Springer Science & Business Media
ISBN 13 : 3540003932
Total Pages : 427 pages
Book Rating : 4.39/5 ( download)

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Download or read book Mobile Data Management written by Ming-Syan Chen and published by Springer Science & Business Media. This book was released on 2003-01-07 with total page 427 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 4th International Conference on Mobile Data Management, MDM 2003, held in Melbourne, Australia, in January 2003. The 21 revised full papers and 15 revised short papers presented were carefully reviewed and selected from 87 submissions. The papers are organized in topical sections on storage management, location tracking, information management, location-aware services, context-aware services, resource discovery, location management, storage management and query processing, and context-aware information services.