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

データ種別 電子ブック
1st ed. 2005.
出版者 (New York, NY : Springer US : Imprint: Springer)
出版年 2005
大きさ XXII, 170 p. 77 illus : online resource
著者標目 *Papadopoulos, Apostolos N author
Manolopoulos, Yannis author
SpringerLink (Online service)

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URL
射水-電子 007 EB0003382 Computer Scinece R0 2005-6,2022-3

9780387275444

書誌詳細を非表示

一般注記 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
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
HTTP:URL=https://doi.org/10.1007/0-387-27544-4
件 名 LCSH:Database management
LCSH:Information storage and retrieval systems
LCSH:Multimedia systems
LCSH:Artificial intelligence—Data processing
LCSH:Information retrieval
LCSH:Computer architecture
FREE:Database Management
FREE:Information Storage and Retrieval
FREE:Multimedia Information Systems
FREE:Data Science
FREE:Data Storage Representation
分 類 LCC:QA76.9.D3
DC23:005.74
書誌ID EB00002770
ISBN 9780387275444

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