High-Dimensional Indexing

High-Dimensional Indexing
Author :
Publisher : Springer
Total Pages : 159
Release :
ISBN-10 : 9783540457701
ISBN-13 : 3540457704
Rating : 4/5 (01 Downloads)

Book Synopsis High-Dimensional Indexing by : Cui Yu

Download or read book High-Dimensional Indexing written by Cui Yu and published by Springer. This book was released on 2003-08-01 with total page 159 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


High-Dimensional Indexing Related Books

High-Dimensional Indexing
Language: en
Pages: 159
Authors: Cui Yu
Categories: Computers
Type: BOOK - Published: 2003-08-01 - Publisher: Springer

DOWNLOAD EBOOK

In this monograph, we study the problem of high-dimensional indexing and systematically introduce two efficient index structures: one for range queries and the
Efficiently Indexing High Dimensional Data Spaces
Language: en
Pages: 266
Authors: Christian Böhm
Categories:
Type: BOOK - Published: 1999 - Publisher: Herbert Utz Verlag

DOWNLOAD EBOOK

High-Dimensional Statistics
Language: en
Pages: 571
Authors: Martin J. Wainwright
Categories: Business & Economics
Type: BOOK - Published: 2019-02-21 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

A coherent introductory text from a groundbreaking researcher, focusing on clarity and motivation to build intuition and understanding.
Database Theory - ICDT 2001
Language: en
Pages: 460
Authors: Jan Van den Bussche
Categories: Computers
Type: BOOK - Published: 2001-02-08 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

This book constitutes the refereed proceedings of the 8th International Conference on Database Theory, ICDT 2001, held in London, UK, in January 2001. The 26 re
High-Dimensional Probability
Language: en
Pages: 299
Authors: Roman Vershynin
Categories: Business & Economics
Type: BOOK - Published: 2018-09-27 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

An integrated package of powerful probabilistic tools and key applications in modern mathematical data science.