Mobility Data Management And Exploration

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Mobility Data Management and Exploration

Author : Nikos Pelekis
Publisher : Springer
ISBN 13 : 1493903926
Total Pages : 301 pages
Book Rating : 4.4/5 (939 download)

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Book Synopsis Mobility Data Management and Exploration by : Nikos Pelekis

Download or read book Mobility Data Management and Exploration written by Nikos Pelekis and published by Springer. This book was released on 2014-07-08 with total page 301 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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. It presents a step-by-step methodology to understand and exploit mobility data: collecting and cleansing data, storage in Moving Object Database (MOD) engines, indexing, processing, analyzing and mining mobility data. Emerging issues, such as semantic and privacy-aware querying and mining as well as distributed data processing, are also covered. Theoretical presentation is smoothly interchanged with hands-on exercises and case studies involving an actual MOD engine. The authors are established experts who address both theoretical and practical dimensions of the field but also present valuable prototype software. The background context, clear explanations and sample exercises make this an ideal textbook for graduate students studying database management, data mining and geographic information systems.

Mobility Data

Author : Chiara Renso
Publisher : Cambridge University Press
ISBN 13 : 1107292360
Total Pages : 393 pages
Book Rating : 4.1/5 (72 download)

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Book Synopsis Mobility Data by : Chiara Renso

Download or read book Mobility Data written by Chiara Renso and published by Cambridge University Press. This book was released on 2013-10-14 with total page 393 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mobility of people and goods is essential in the global economy. The ability to track the routes and patterns associated with this mobility offers unprecedented opportunities for developing new, smarter applications in different domains. Much of the current research is devoted to developing concepts, models, and tools to comprehend mobility data and make it manageable for these applications. This book surveys the myriad facets of mobility data, from spatio-temporal data modeling, to data aggregation and warehousing, to data analysis, with a specific focus on monitoring people in motion (drivers, airplane passengers, crowds, and even animals in the wild). Written by a renowned group of worldwide experts, it presents a consistent framework that facilitates understanding of all these different facets, from basic definitions to state-of-the-art concepts and techniques, offering both researchers and professionals a thorough understanding of the applications and opportunities made possible by the development of mobility data.

Exploring Research Data Management

Author : Andrew Cox
Publisher : Facet Publishing
ISBN 13 : 1783302801
Total Pages : 208 pages
Book Rating : 4.7/5 (833 download)

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Book Synopsis Exploring Research Data Management by : Andrew Cox

Download or read book Exploring Research Data Management written by Andrew Cox and published by Facet Publishing. This book was released on 2018-05-11 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research Data Management (RDM) has become a professional topic of great importance internationally following changes in scholarship and government policies about the sharing of research data. Exploring Research Data Management provides an accessible introduction and guide to RDM with engaging tasks for the reader to follow and develop their knowledge. Starting by exploring the world of research and the importance and complexity of data in the research process, the book considers how a multi-professional support service can be created then examines the decisions that need to be made in designing different types of research data service from local policy creation, training, through to creating a data repository. Coverage includes: A discussion of the drivers and barriers to RDM Institutional policy and making the case for Research Data Services Practical data management Data literacy and training researchers Ethics and research data services Case studies and practical advice from working in a Research Data Service. This book will be useful reading for librarians and other support professionals who are interested in learning more about RDM and developing Research Data Services in their own institution. It will also be of value to students on librarianship, archives, and information management courses studying topics such as RDM, digital curation, data literacies and open science.

International Encyclopedia of Geography, 15 Volume Set

Author : Noel Castree
Publisher : John Wiley & Sons
ISBN 13 : 0470659637
Total Pages : 8364 pages
Book Rating : 4.4/5 (76 download)

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Book Synopsis International Encyclopedia of Geography, 15 Volume Set by : Noel Castree

Download or read book International Encyclopedia of Geography, 15 Volume Set written by Noel Castree and published by John Wiley & Sons. This book was released on 2017-03-20 with total page 8364 pages. Available in PDF, EPUB and Kindle. Book excerpt: Representing the definitive reference work for this broad and dynamic field, The International Encyclopedia of Geography arises from an unprecedented collaboration between Wiley and the American Association of Geographers (AAG) to review and define the concepts, research, and techniques in geography and interrelated fields. Available as a robust online resource and as a 15-volume full-color print set, the Encyclopedia assembles a truly global group of scholars for a comprehensive, authoritative overview of geography around the world. Contains more than 1,000 entries ranging from 1,000 to 10,000 words offering accessible introductions to basic concepts, sophisticated explanations of complex topics, and information on geographical societies around the world Assembles a truly global group of more than 900 scholars hailing from over 40 countries, for a comprehensive, authoritative overview of geography around the world Provides definitive coverage of the field, encompassing human geography, physical geography, geographic information science and systems, earth studies, and environmental science Brings together interdisciplinary perspectives on geographical topics and techniques of interest across the social sciences, humanities, science, and medicine Features full color throughout the print version and more than 1,000 illustrations and photographs Annual updates to online edition

Big Data Analytics and Knowledge Discovery

Author : Sanjay Madria
Publisher : Springer
ISBN 13 : 3319227297
Total Pages : 419 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Big Data Analytics and Knowledge Discovery by : Sanjay Madria

Download or read book Big Data Analytics and Knowledge Discovery written by Sanjay Madria and published by Springer. This book was released on 2015-08-09 with total page 419 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 17th International Conference on Data Warehousing and Knowledge Discovery, DaWaK 2015, held in Valencia, Spain, September 2015. The 31 revised full papers presented were carefully reviewed and selected from 90 submissions. The papers are organized in topical sections similarity measure and clustering; data mining; social computing; heterogeneos networks and data; data warehouses; stream processing; applications of big data analysis; and big data.

Multiple-Aspect Analysis of Semantic Trajectories

Author : Konstantinos Tserpes
Publisher : Springer Nature
ISBN 13 : 3030380815
Total Pages : 142 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Multiple-Aspect Analysis of Semantic Trajectories by : Konstantinos Tserpes

Download or read book Multiple-Aspect Analysis of Semantic Trajectories written by Konstantinos Tserpes and published by Springer Nature. This book was released on 2020-01-01 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book constitutes the refereed post-conference proceedings of the First International Workshop on Multiple-Aspect Analysis of Semantic Trajectories, MASTER 2019, held in conjunction with the 19th European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2019, in Würzburg, Germany, in September 2019. The 8 full papers presented were carefully reviewed and selected from 12 submissions. They represent an interesting mix of techniques to solve recurrent as well as new problems in the semantic trajectory domain, such as data representation models, data management systems, machine learning approaches for anomaly detection, and common pathways identification.

Advances in Practical Applications of Agents, Multi-Agent Systems, and Complexity: The PAAMS Collection

Author : Yves Demazeau
Publisher : Springer
ISBN 13 : 3319945807
Total Pages : 376 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Advances in Practical Applications of Agents, Multi-Agent Systems, and Complexity: The PAAMS Collection by : Yves Demazeau

Download or read book Advances in Practical Applications of Agents, Multi-Agent Systems, and Complexity: The PAAMS Collection written by Yves Demazeau and published by Springer. This book was released on 2018-06-19 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 16th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS 2018, held in Toledo, Spain, in June 2018. The 20 regular and 19 demo papers presented in this volume were carefully reviewed and selected from 57 submissions. They deal with the application and validation of agent-based models, methods, and technologies in a number of key applications areas, such as: energy and security; engineering and tools; evaluation and ethics; negotiation and organisations; personalization and learning; simulation applications; simulation platforms; social networks and humans. The book also contains two invited talks in full paper length.

Big Data Analytics for Time-Critical Mobility Forecasting

Author : George A. Vouros
Publisher : Springer Nature
ISBN 13 : 303045164X
Total Pages : 361 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Big Data Analytics for Time-Critical Mobility Forecasting by : George A. Vouros

Download or read book Big Data Analytics for Time-Critical Mobility Forecasting written by George A. Vouros and published by Springer Nature. This book was released on 2020-06-23 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides detailed descriptions of big data solutions for activity detection and forecasting of very large numbers of moving entities spread across large geographical areas. It presents state-of-the-art methods for processing, managing, detecting and predicting trajectories and important events related to moving entities, together with advanced visual analytics methods, over multiple heterogeneous, voluminous, fluctuating and noisy data streams from moving entities, correlating them with data from archived data sources expressing e.g. entities’ characteristics, geographical information, mobility patterns, mobility regulations and intentional data. The book is divided into six parts: Part I discusses the motivation and background of mobility forecasting supported by trajectory-oriented analytics, and includes specific problems and challenges in the aviation (air-traffic management) and the maritime domains. Part II focuses on big data quality assessment and processing, and presents novel technologies suitable for mobility analytics components. Next, Part III describes solutions toward processing and managing big spatio-temporal data, particularly enriching data streams and integrating streamed and archival data to provide coherent views of mobility, and storing of integrated mobility data in large distributed knowledge graphs for efficient query-answering. Part IV focuses on mobility analytics methods exploiting (online) processed, synopsized and enriched data streams as well as (offline) integrated, archived mobility data, and highlights future location and trajectory prediction methods, distinguishing between short-term and more challenging long-term predictions. Part V examines how methods addressing data management, data processing and mobility analytics are integrated in big data architectures with distinctive characteristics compared to other known big data paradigmatic architectures. Lastly, Part VI covers important ethical issues that research on mobility analytics should address. Providing novel approaches and methodologies related to mobility detection and forecasting needs based on big data exploration, processing, storage, and analysis, this book will appeal to computer scientists and stakeholders in various application domains.

Handbook of Research on Innovative Database Query Processing Techniques

Author : Yan, Li
Publisher : IGI Global
ISBN 13 : 1466687681
Total Pages : 652 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Handbook of Research on Innovative Database Query Processing Techniques by : Yan, Li

Download or read book Handbook of Research on Innovative Database Query Processing Techniques written by Yan, Li and published by IGI Global. This book was released on 2015-09-25 with total page 652 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research and development surrounding the use of data queries is receiving increased attention from computer scientists and data specialists alike. Through the use of query technology, large volumes of data in databases can be retrieved, and information systems built based on databases can support problem solving and decision making across industries. The Handbook of Research on Innovative Database Query Processing Techniques focuses on the growing topic of database query processing methods, technologies, and applications. Aimed at providing an all-inclusive reference source of technologies and practices in advanced database query systems, this book investigates various techniques, including database and XML queries, spatiotemporal data queries, big data queries, metadata queries, and applications of database query systems. This comprehensive handbook is a necessary resource for students, IT professionals, data analysts, and academicians interested in uncovering the latest methods for using queries as a means to extract information from databases. This all-inclusive handbook includes the latest research on topics pertaining to information retrieval, data extraction, data management, design and development of database queries, and database and XM queries.

Handbook of Data Structures and Applications

Author : Dinesh P. Mehta
Publisher : Taylor & Francis
ISBN 13 : 1351645641
Total Pages : 1928 pages
Book Rating : 4.3/5 (516 download)

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Book Synopsis Handbook of Data Structures and Applications by : Dinesh P. Mehta

Download or read book Handbook of Data Structures and Applications written by Dinesh P. Mehta and published by Taylor & Francis. This book was released on 2018-02-21 with total page 1928 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Data Structures and Applications was first published over a decade ago. This second edition aims to update the first by focusing on areas of research in data structures that have seen significant progress. While the discipline of data structures has not matured as rapidly as other areas of computer science, the book aims to update those areas that have seen advances. Retaining the seven-part structure of the first edition, the handbook begins with a review of introductory material, followed by a discussion of well-known classes of data structures, Priority Queues, Dictionary Structures, and Multidimensional structures. The editors next analyze miscellaneous data structures, which are well-known structures that elude easy classification. The book then addresses mechanisms and tools that were developed to facilitate the use of data structures in real programs. It concludes with an examination of the applications of data structures. Four new chapters have been added on Bloom Filters, Binary Decision Diagrams, Data Structures for Cheminformatics, and Data Structures for Big Data Stores, and updates have been made to other chapters that appeared in the first edition. The Handbook is invaluable for suggesting new ideas for research in data structures, and for revealing application contexts in which they can be deployed. Practitioners devising algorithms will gain insight into organizing data, allowing them to solve algorithmic problems more efficiently.

Spatio-Temporal Data Streams

Author : Zdravko Galić
Publisher : Springer
ISBN 13 : 1493965751
Total Pages : 116 pages
Book Rating : 4.4/5 (939 download)

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Book Synopsis Spatio-Temporal Data Streams by : Zdravko Galić

Download or read book Spatio-Temporal Data Streams written by Zdravko Galić and published by Springer. This book was released on 2016-08-26 with total page 116 pages. Available in PDF, EPUB and Kindle. Book excerpt: This SpringerBrief presents the fundamental concepts of a specialized class of data stream, spatio-temporal data streams, and demonstrates their distributed processing using Big Data frameworks and platforms. It explores a consistent framework which facilitates a thorough understanding of all different facets of the technology, from basic definitions to state-of-the-art techniques. Key topics include spatio-temporal continuous queries, distributed stream processing, SQL-like language embedding, and trajectory stream clustering. Over the course of the book, the reader will become familiar with spatio-temporal data streams management and data flow processing, which enables the analysis of huge volumes of location-aware continuous data streams. Applications range from mobile object tracking and real-time intelligent transportation systems to traffic monitoring and complex event processing. Spatio-Temporal Data Streams is a valuable resource for researchers studying spatio-temporal data streams and Big Data analytics, as well as data engineers and data scientists solving data management and analytics problems associated with this class of data.

Geospatial Research: Concepts, Methodologies, Tools, and Applications

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1466698462
Total Pages : 2035 pages
Book Rating : 4.4/5 (666 download)

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

Download or read book Geospatial Research: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2016-04-11 with total page 2035 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Big Data Concepts, Theories, and Applications

Author : Shui Yu
Publisher : Springer
ISBN 13 : 3319277634
Total Pages : 440 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Big Data Concepts, Theories, and Applications by : Shui Yu

Download or read book Big Data Concepts, Theories, and Applications written by Shui Yu and published by Springer. This book was released on 2016-03-03 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers three major parts of Big Data: concepts, theories and applications. Written by world-renowned leaders in Big Data, this book explores the problems, possible solutions and directions for Big Data in research and practice. It also focuses on high level concepts such as definitions of Big Data from different angles; surveys in research and applications; and existing tools, mechanisms, and systems in practice. Each chapter is independent from the other chapters, allowing users to read any chapter directly. After examining the practical side of Big Data, this book presents theoretical perspectives. The theoretical research ranges from Big Data representation, modeling and topology to distribution and dimension reducing. Chapters also investigate the many disciplines that involve Big Data, such as statistics, data mining, machine learning, networking, algorithms, security and differential geometry. The last section of this book introduces Big Data applications from different communities, such as business, engineering and science. Big Data Concepts, Theories and Applications is designed as a reference for researchers and advanced level students in computer science, electrical engineering and mathematics. Practitioners who focus on information systems, big data, data mining, business analysis and other related fields will also find this material valuable.

Smart Urban Computing Applications

Author : M.A. Jabbar
Publisher : CRC Press
ISBN 13 : 1000846431
Total Pages : 257 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis Smart Urban Computing Applications by : M.A. Jabbar

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.

The Science behind the COVID Pandemic and Healthcare Technology Solutions

Author : Sasan Adibi
Publisher : Springer Nature
ISBN 13 : 303110031X
Total Pages : 718 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis The Science behind the COVID Pandemic and Healthcare Technology Solutions by : Sasan Adibi

Download or read book The Science behind the COVID Pandemic and Healthcare Technology Solutions written by Sasan Adibi and published by Springer Nature. This book was released on 2022-10-29 with total page 718 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a timely review of modern technologies for health, with a special emphasis on wireless and wearable technologies, GIS tools and machine learning methods for managing the impacts of pandemics. It describes new strategies for forecasting evolution of pandemics, optimizing contract tracing, and for detection and diagnosis of diseases, among others. Written by researchers and professionals with different backgrounds, this book offers a extensive information and a source of inspiration for physiologists, engineers, IT scientists and policy makers in the health and technology sector.

String Processing and Information Retrieval

Author : Shunsuke Inenaga
Publisher : Springer
ISBN 13 : 3319460498
Total Pages : 288 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis String Processing and Information Retrieval by : Shunsuke Inenaga

Download or read book String Processing and Information Retrieval written by Shunsuke Inenaga and published by Springer. This book was released on 2016-09-20 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 23rd International Symposium on String Processing and Information Retrieval, SPIRE 2016, held in Beppu, Japan, in October 2016. The 25 full papers presented were carefully reviewed and selected from 46 submissions. The focus of the papers is on fundamental studies of string processes and information retrieval and its applications for example to areas such as bioinformatics, Web mining and others.

Information Technology and Systems

Author : Álvaro Rocha
Publisher : Springer Nature
ISBN 13 : 3030406903
Total Pages : 726 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Information Technology and Systems by : Álvaro Rocha

Download or read book Information Technology and Systems written by Álvaro Rocha and published by Springer Nature. This book was released on 2020-01-30 with total page 726 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is composed by the papers accepted for presentation and discussion at The 2019 International Conference on Information Technology & Systems (ICITS'20), held at the Universidad Distrital Francisco José de Caldas, in Bogotá, Colombia, on 5th to 7th February 2020. ICIST is a global forum for researchers and practitioners to present and discuss recent findings and innovations, current trends, professional experiences and challenges of modern information technology and systems research, together with their technological development and applications. The main topics covered are: information and knowledge management; organizational models and information systems; software and systems modelling; software systems, architectures, applications and tools; multimedia systems and applications; computer networks, mobility and pervasive systems; intelligent and decision support systems; big data analytics and applications; human–computer interaction; ethics, computers & security; health informatics; information technologies in education.