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As a result, proximity search has become a fundamental computational task in various fields of application. Similarity Search focuses on the state of the art in developing index structures to find the metric space. Part I of this text describes major theoretical principles, and provides an extensive survey of specific techniques for various applications. After explaining the most popular centralized disk-based metric indexes, approximation techniques are presented as a way to significantly speed up search time at the cost of some imprecision in query results.
Computer eBook Details
- ISBN-10: 0387291466
- ISBN-13: 9780387291468
- Publisher: Springer
- Pages: 220
- Date: November 2005