Nearest Neighbor Search:: A Database Perspective

Author:   Apostolos N. Papadopoulos ,  Yannis Manolopoulos
Publisher:   Springer-Verlag New York Inc.
Edition:   Softcover reprint of hardcover 1st ed. 2005
ISBN:  

9781441935649


Pages:   170
Publication Date:   06 December 2010
Format:   Paperback
Availability:   In Print   Availability explained
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Nearest Neighbor Search:: A Database Perspective


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Overview

Modern applications are both data and computationally intensive and require the storage and manipulation of voluminous traditional (alphanumeric) and nontraditional data sets (images, text, geometric objects, time-series). Examples of such emerging application domains are: Geographical Information Systems (GIS), Multimedia Information Systems, CAD/CAM, Time-Series Analysis, Medical Information Sstems, On-Line Analytical Processing (OLAP), and Data Mining. These applications pose diverse requirements with respect to the information and the operations that need to be supported. From the database perspective, new techniques and tools therefore need to be developed towards increased processing efficiency. This monograph explores the way spatial database management systems aim at supporting queries that involve the space characteristics of the underlying data, and discusses query processing techniques for nearest neighbor queries. It provides both basic concepts and state-of-the-art results in spatial databases and parallel processing research, and studies numerous applications of nearest neighbor queries.

Full Product Details

Author:   Apostolos N. Papadopoulos ,  Yannis Manolopoulos
Publisher:   Springer-Verlag New York Inc.
Imprint:   Springer-Verlag New York Inc.
Edition:   Softcover reprint of hardcover 1st ed. 2005
Dimensions:   Width: 15.20cm , Height: 1.10cm , Length: 22.90cm
Weight:   0.293kg
ISBN:  

9781441935649


ISBN 10:   1441935649
Pages:   170
Publication Date:   06 December 2010
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

Fundamental Issues.- Spatial Database Concepts.- The R-Tree and Variations.- Nearest Neighbor Search in Spatial and Spatiotemporal Databases.- Nearest Neighbor Queries.- Analysis of Nearest Neighbor Queries.- Nearest Neighbor Queries in Moving Objects.- Nearest Neighbor Search with Multiple Resources.- Parallel and Distributed Databases.- Multidisk Query Processing.- Multiprocessor Query Processing.- Distributed Query Processing.

Reviews

From the reviews of the first edition: ""This monograph explores the way spatial database management systems aim at supporting queries that involve the space characteristics of the underlying data, and discusses query processing techniques for nearest neighbor queries. It provides both basic concepts and state-of-the-art results in spatial databases and parallel processing research … . It is an excellent reference for researchers, postgraduate students and practitioners in computer science concerned with nearest neighbor search and related issues."" (Marie Duží, Zentralblatt MATH, Vol. 1076, 2006)


From the reviews of the first edition: This monograph explores the way spatial database management systems aim at supporting queries that involve the space characteristics of the underlying data, and discusses query processing techniques for nearest neighbor queries. It provides both basic concepts and state-of-the-art results in spatial databases and parallel processing research ! . It is an excellent reference for researchers, postgraduate students and practitioners in computer science concerned with nearest neighbor search and related issues. (Marie Duzi, Zentralblatt MATH, Vol. 1076, 2006)


From the reviews of the first edition: This monograph explores the way spatial database management systems aim at supporting queries that involve the space characteristics of the underlying data, and discusses query processing techniques for nearest neighbor queries. It provides both basic concepts and state-of-the-art results in spatial databases and parallel processing research ! . It is an excellent reference for researchers, postgraduate students and practitioners in computer science concerned with nearest neighbor search and related issues. (Marie DuA i, Zentralblatt MATH, Vol. 1076, 2006)


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