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

Description

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

By Apostolos N. Papadopoulos, Yannis Manolopoulos,

Publisher:   Springer
Number Of Pages:   170
Publication Date:   2004-11-19
Sales Rank:   1105335
ISBN / ASIN:   0387229639
EAN:   9780387229638
Binding:   Hardcover
Manufacturer:   Springer
Studio:   Springer
Average Rating:  
Total Reviews:  

Book Description:

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 read.freeduan.com 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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