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High-Dimensional Indexing - Transformational Approaches to High-Dimensional Range and Similarity Searches (Paperback, 2002 ed.) Loot Price: R1,469
Discovery Miles 14 690
High-Dimensional Indexing - Transformational Approaches to High-Dimensional Range and Similarity Searches (Paperback, 2002...

High-Dimensional Indexing - Transformational Approaches to High-Dimensional Range and Similarity Searches (Paperback, 2002 ed.)

Cui Yu

Series: Lecture Notes in Computer Science, 2341

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Loot Price R1,469 Discovery Miles 14 690 | Repayment Terms: R138 pm x 12*

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In this monograph, we study the problem of high-dimensional indexing and systematically introduce two efficient index structures: one for range queries and the other for similarity queries. Extensive experiments and comparison studies are conducted to demonstrate the superiority of the proposed indexing methods.Many new database applications, such as multimedia databases or stock price information systems, transform important features or properties of data objects into high-dimensional points. Searching for objects based on these features is thus a search of points in this feature space. To support efficient retrieval in such high-dimensional databases, indexes are required to prune the search space. Indexes for low-dimensional databases are well studied, whereas most of these application specific indexes are not scaleable with the number of dimensions, and they are not designed to support similarity searches and high-dimensional joins.

General

Imprint: Springer-Verlag
Country of origin: Germany
Series: Lecture Notes in Computer Science, 2341
Release date: December 2002
First published: 2002
Authors: Cui Yu
Dimensions: 233 x 155 x 9mm (L x W x T)
Format: Paperback
Pages: 156
Edition: 2002 ed.
ISBN-13: 978-3-540-44199-1
Categories: Books > Computing & IT > Applications of computing > Databases > Data capture & analysis
LSN: 3-540-44199-9
Barcode: 9783540441991

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