Computing With Spatial Trajectories

Computing With Spatial Trajectories Book in PDF, ePub and Kindle version is available to download in english. Read online anytime anywhere directly from your device. Click on the download button below to get a free pdf file of Computing With Spatial Trajectories book. This book definitely worth reading, it is an incredibly well-written.

Computing with Spatial Trajectories

Yu Zheng,Xiaofang Zhou
Computing with Spatial Trajectories Book PDF

Author : Yu Zheng,Xiaofang Zhou
Publisher : Springer Science & Business Media
Page : 328 pages
File Size : 53,6 Mb
Release : 2011-10-02
Category : Computers
ISBN : 9781461416296

Get Book

Computing with Spatial Trajectories by Yu Zheng,Xiaofang Zhou Pdf

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.

Clustering and Outlier Detection for Trajectory Stream Data

Cheqing Jin,Jiali Mao,Aoying Zhou
Clustering and Outlier Detection for Trajectory Stream Data Book PDF

Author : Cheqing Jin,Jiali Mao,Aoying Zhou
Publisher : World Scientific Publishing Company
Page : 272 pages
File Size : 41,6 Mb
Release : 2020
Category : Computers
ISBN : 9811210454

Get Book

Clustering and Outlier Detection for Trajectory Stream Data by Cheqing Jin,Jiali Mao,Aoying Zhou Pdf

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.

Smart Trajectories

Azedine Boulmakoul,Lamia Karim,Bharat Bhushan
Smart Trajectories Book PDF

Author : Azedine Boulmakoul,Lamia Karim,Bharat Bhushan
Publisher : CRC Press
Page : 402 pages
File Size : 48,6 Mb
Release : 2022-12-30
Category : Computers
ISBN : 9781000817461

Get Book

Smart Trajectories by Azedine Boulmakoul,Lamia Karim,Bharat Bhushan Pdf

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.

Urban Computing

Yu Zheng
Urban Computing Book PDF

Author : Yu Zheng
Publisher : MIT Press
Page : 633 pages
File Size : 44,7 Mb
Release : 2019-02-12
Category : Computers
ISBN : 9780262350235

Get Book

Urban Computing by Yu Zheng Pdf

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.

Smart Trajectories

Azedine Boulmakoul,Lamia Karim,Bharat Bhushan
Smart Trajectories Book PDF

Author : Azedine Boulmakoul,Lamia Karim,Bharat Bhushan
Publisher : CRC Press
Page : 352 pages
File Size : 55,5 Mb
Release : 2022-12-30
Category : Computers
ISBN : 9781000817430

Get Book

Smart Trajectories by Azedine Boulmakoul,Lamia Karim,Bharat Bhushan Pdf

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.

Smart Urban Computing Applications

M.A. Jabbar,Sanju Tiwari,Fernando Ortiz-Rodriguez
Smart Urban Computing Applications Book PDF

Author : M.A. Jabbar,Sanju Tiwari,Fernando Ortiz-Rodriguez
Publisher : CRC Press
Page : 257 pages
File Size : 44,5 Mb
Release : 2023-02-07
Category : Computers
ISBN : 9781000846430

Get Book

Smart Urban Computing Applications by M.A. Jabbar,Sanju Tiwari,Fernando Ortiz-Rodriguez Pdf

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.

Mobile Edge Computing

Anwesha Mukherjee,Debashis De,Soumya K. Ghosh,Rajkumar Buyya
Mobile Edge Computing Book PDF

Author : Anwesha Mukherjee,Debashis De,Soumya K. Ghosh,Rajkumar Buyya
Publisher : Springer Nature
Page : 598 pages
File Size : 55,5 Mb
Release : 2021-11-18
Category : Computers
ISBN : 9783030698935

Get Book

Mobile Edge Computing by Anwesha Mukherjee,Debashis De,Soumya K. Ghosh,Rajkumar Buyya Pdf

Mobile Edge Computing (MEC) provides cloud-like subscription-oriented services at the edge of mobile network. For low latency and high bandwidth services, edge computing assisted IoT (Internet of Things) has become the pillar for the development of smart environments and their applications such as smart home, smart health, smart traffic management, smart agriculture, and smart city. This book covers the fundamental concept of the MEC and its real-time applications. The book content is organized into three parts: Part A covers the architecture and working model of MEC, Part B focuses on the systems, platforms, services and issues of MEC, and Part C emphases on various applications of MEC. This book is targeted for graduate students, researchers, developers, and service providers interested in learning about the state-of-the-art in MEC technologies, innovative applications, and future research directions.

Advances in Spatial and Temporal Databases

Christophe Claramunt,Markus Schneider,Raymond Chi-Wing Wong,Li Xiong,Woong-Kee Loh,Cyrus Shahabi,Ki-Joune Li
Advances in Spatial and Temporal Databases Book PDF

Author : Christophe Claramunt,Markus Schneider,Raymond Chi-Wing Wong,Li Xiong,Woong-Kee Loh,Cyrus Shahabi,Ki-Joune Li
Publisher : Springer
Page : 522 pages
File Size : 41,5 Mb
Release : 2015-08-12
Category : Computers
ISBN : 9783319223636

Get Book

Advances in Spatial and Temporal Databases by Christophe Claramunt,Markus Schneider,Raymond Chi-Wing Wong,Li Xiong,Woong-Kee Loh,Cyrus Shahabi,Ki-Joune Li Pdf

This book constitutes the refereed proceedings of the 14th International Symposium on Spatial and Temporal Databases, SSTD 2015, held in Hong Kong, China, in August 2015. The 24 revised full papers together with 8 demos presented were carefully reviewed and selected from 64 submissions. The conference program has the scope on following subjects: reachability query and path query, reverse query and indexing, navigation and routing, trajectory analysis, spatio-temporal approaches, privacy and matching, similarity search and pattern, keyword and pattern.

Spatial and Temporal Databases

Mario A. Nascimento,Timos Sellis,Reynold Cheng,Jörg Sander,Yu Zheng,Hans-Peter Kriegel,Matthias Renz,Christian Sengstock
Spatial and Temporal Databases Book PDF

Author : Mario A. Nascimento,Timos Sellis,Reynold Cheng,Jörg Sander,Yu Zheng,Hans-Peter Kriegel,Matthias Renz,Christian Sengstock
Publisher : Springer
Page : 519 pages
File Size : 52,5 Mb
Release : 2013-07-17
Category : Computers
ISBN : 9783642402357

Get Book

Spatial and Temporal Databases by Mario A. Nascimento,Timos Sellis,Reynold Cheng,Jörg Sander,Yu Zheng,Hans-Peter Kriegel,Matthias Renz,Christian Sengstock Pdf

This book constitutes the refereed proceedings of the 13th International Symposium on Spatial and Temporal Databases, SSTD 2013, held in Munich, Germany, in August 2013. The 24 revised full papers presented were carefully reviewed and selected from 58 submissions. The papers are organized in topical sections on joins and algorithms; mining and discovery; indexing; trajectories and road network data; nearest neighbours queries; uncertainty; and demonstrations.

Advances in Spatial and Temporal Databases

Nikos Mamoulis,Thomas Seidl,Kristian Torp,Ira Assent
Advances in Spatial and Temporal Databases Book PDF

Author : Nikos Mamoulis,Thomas Seidl,Kristian Torp,Ira Assent
Publisher : Springer Science & Business Media
Page : 478 pages
File Size : 46,9 Mb
Release : 2009-06-30
Category : Business & Economics
ISBN : 9783642029813

Get Book

Advances in Spatial and Temporal Databases by Nikos Mamoulis,Thomas Seidl,Kristian Torp,Ira Assent Pdf

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.

Geospatial Research: Concepts, Methodologies, Tools, and Applications

Management Association, Information Resources
Geospatial Research Concepts Methodologies Tools and Applications Book PDF

Author : Management Association, Information Resources
Publisher : IGI Global
Page : 1997 pages
File Size : 46,5 Mb
Release : 2016-04-11
Category : Technology & Engineering
ISBN : 9781466698468

Get Book

Geospatial Research: Concepts, Methodologies, Tools, and Applications by Management Association, Information Resources Pdf

Having the ability to measure and explore the geographic space that surrounds us provides endless opportunities for us to utilize and interact with the world. As a broad field of study, geospatial research has applications in a variety of fields including military science, environmental science, civil engineering, and space exploration. Geospatial Research: Concepts, Methodologies, Tools, and Applications is a multi-volume publication highlighting critical topics related to geospatial analysis, geographic information systems, and geospatial technologies. Exploring multidisciplinary applications of geographic information systems and technologies in addition to the latest trends and developments in the field, this publication is ideal for academic and government library inclusion, as well as for reference by data scientists, engineers, government agencies, researchers, and graduate-level students in GIS programs.

Computational Vision and Bio Inspired Computing

D. Jude Hemanth,S. Smys
Computational Vision and Bio Inspired Computing Book PDF

Author : D. Jude Hemanth,S. Smys
Publisher : Springer
Page : 1143 pages
File Size : 42,7 Mb
Release : 2018-02-19
Category : Technology & Engineering
ISBN : 9783319717678

Get Book

Computational Vision and Bio Inspired Computing by D. Jude Hemanth,S. Smys Pdf

This is the proceedings of the International Conference On Computational Vision and Bio Inspired Computing (ICCVBIC 2017) held at RVS Technical Campus, September 21-22, 2017. It includes papers on state of the art innovations in bio-inspired computing applications, where new algorithms and results are produced and described. Additionally, this volume addresses evolutionary computation paradigms, artificial neural networks and biocomputing. It focuses mainly on research based on visual interference on the basis of biological images. Computation of data sources also plays a major role in routine day-to-day life for the purposes such as video transmission, wireless applications, fingerprint recognition and processing, big data intelligence, automation, human centric recognition systems. With the advantage of processing bio-inspired computations, a variety of computational paradigms can be processed. Finally, this book also treats the formation of neural networks by enabling local connectivity within it with the aid of vision sensing elements. The work also provides potential directions for future research.

Intelligent Computing

Kohei Arai,Rahul Bhatia,Supriya Kapoor
Intelligent Computing Book PDF

Author : Kohei Arai,Rahul Bhatia,Supriya Kapoor
Publisher : Springer
Page : 1295 pages
File Size : 44,7 Mb
Release : 2019-07-08
Category : Technology & Engineering
ISBN : 9783030228682

Get Book

Intelligent Computing by Kohei Arai,Rahul Bhatia,Supriya Kapoor Pdf

This book presents the proceedings of the Computing Conference 2019, providing a comprehensive collection of chapters focusing on core areas of computing and their real-world applications. Computing is an extremely broad discipline, encompassing a range of specialized fields, each focusing on particular areas of technology and types of application, and the conference offered pioneering researchers, scientists, industrial engineers, and students from around the globe a platform to share new ideas and development experiences. Providing state-of-the-art intelligent methods and techniques for solving real- world problems, the book inspires further research and technological advances in this important area.

Parallel Computing Technologies

Victor Malyshkin
Parallel Computing Technologies Book PDF

Author : Victor Malyshkin
Publisher : Springer Nature
Page : 482 pages
File Size : 49,9 Mb
Release : 2021-09-06
Category : Computers
ISBN : 9783030863593

Get Book

Parallel Computing Technologies by Victor Malyshkin Pdf

This book constitutes the proceedings of the 16th International Conference on Parallel Computing Technologies, PaCT 2021, which was held during September 13-18, 2021. The conference was planned to take place in Kaliningrad, Russia, but changed to an online event due to the COVID-19 pandemic. The 24 full and 12 short papers included in this book were carefully reviewed and selected from 62 submissions. They were organized in topical sections as follows: parallel programming methods and tools; applications; memory-efficient data structures; experimental studies; job management; essential algorithms; computing services; and cellular automata.

Big Data

Hassan A. Karimi
Big Data Book PDF

Author : Hassan A. Karimi
Publisher : CRC Press
Page : 410 pages
File Size : 55,8 Mb
Release : 2024-08-01
Category : Computers
ISBN : 9781040090251

Get Book

Big Data by Hassan A. Karimi Pdf

Over the past decade, since the publication of the first edition, there have been new advances in solving complex geoinformatics problems. Advancements in computing power, computing platforms, mathematical models, statistical models, geospatial algorithms, and the availability of data in various domains, among other things, have aided in the automation of complex real-world tasks and decision-making that inherently rely on geospatial data. Of the many fields benefiting from these latest advancements, machine learning, particularly deep learning, virtual reality, and game engine, have increasingly gained the interest of many researchers and practitioners. This revised new edition provides up-to-date knowledge on the latest developments related to these three fields for solving geoinformatics problems. FEATURES Contains a comprehensive collection of advanced big data approaches, techniques, and technologies for geoinformatics problems Provides seven new chapters on deep learning models, algorithms, and structures, including a new chapter on how spatial metaverse is used to build immersive realistic virtual experiences Presents information on how deep learning is used for solving real-world geoinformatics problems This book is intended for researchers, academics, professionals, and students in such fields as computing and information, civil and environmental engineering, environmental sciences, geosciences, geology, geography, and urban studies.