Nearest Neighbor Search: : A Database Perspective (Series in Computer Science) - Hardcover

Papadopoulos, Apostolos N.

 
9780387229638: Nearest Neighbor Search: : A Database Perspective (Series in Computer Science)
Hardcover
ISBN 10: 0387229639 ISBN 13: 9780387229638
Verlag: Springer, 2004

Inhaltsangabe

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.

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Críticas

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)

Reseña del editor

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.

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Verlag
Springer
Erscheinungsdatum
2004
Sprache
Englisch
ISBN 10 
0387229639
ISBN 13 
9780387229638
Einband
Tapa dura
Anzahl der Seiten
196
Kontakt zum Hersteller
ROXIO
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

Friedrich-Karl-Str. 9
Hamburg
22391
Deutschland

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Vorgestellte Ausgabe

ISBN 10:  1441935649 ISBN 13:  9781441935649
Verlag: Springer, 2010
Softcover