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Nearest Neighbor Search:: A Database Perspective - Apostolos N. Papadopoulos/ Yannis Manolopoulos
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Nearest Neighbor Search: A Database Perspective (Series in Computer Science) [Hardcover ] - Papadopoulos, Apostolos N.
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Nearest Neighbor Search: : A Database Perspective - Apostolos N. Papadopoulos
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Nearest Neighbor Search:: A Database Perspective

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.

Informations détaillées sur le livre - Nearest Neighbor Search:: A Database Perspective


EAN (ISBN-13): 9780387229638
ISBN (ISBN-10): 0387229639
Version reliée
Livre de poche
Date de parution: 2004
Editeur: SPRINGER NATURE
170 Pages
Poids: 0,386 kg
Langue: eng/Englisch

Livre dans la base de données depuis 2007-06-24T22:30:26+02:00 (Paris)
Page de détail modifiée en dernier sur 2023-08-03T17:44:30+02:00 (Paris)
ISBN/EAN: 0387229639

ISBN - Autres types d'écriture:
0-387-22963-9, 978-0-387-22963-8
Autres types d'écriture et termes associés:
Auteur du livre: papadopoulos, apostolo, papdopoulos, manolo, apostol, apostolos
Titre du livre: nearest neighbor search database perspective, computer perspective


Données de l'éditeur

Auteur: Apostolos N. Papadopoulos
Titre: Series in Computer Science; Nearest Neighbor Search: - A Database Perspective
Editeur: Springer; Springer US
170 Pages
Date de parution: 2004-11-19
New York; NY; US
Langue: Anglais
109,99 € (DE)

BB; Hardcover, Softcover / Informatik, EDV/Informatik; Datenbanken; Verstehen; DOM; LA; Multimedia; algorithms; ants; data mining; statistics; data structures; Database Management; Information Storage and Retrieval; Multimedia Information Systems; Data Science; Data Storage Representation; Informationsrückgewinnung, Information Retrieval; Data Warehousing; Grafische und digitale Media-Anwendungen; EA; BC

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.

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