Similarity Search

Similarity Search pdf epub mobi txt 电子书 下载 2025

出版者:Springer
作者:Pavel Zezula
出品人:
页数:240
译者:
出版时间:2005-11-17
价格:USD 159.00
装帧:Hardcover
isbn号码:9780387291468
丛书系列:
图书标签:
  • Research 
  • Search 
  • ComputerScience 
  •  
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The proliferation of information housed in computerized domains makes it vital to find tools to search these resources efficiently and effectively. Ordinary retrieval techniques are inadequate because sorting is simply impossible. Consequently, proximity searching has become a fundamental computation task in a variety of application areas. Similarity Search focuses on the state of the art in developing index structures for searching the metric space. Part I of the text describes major theoretical principles, and provides an extensive survey of specific techniques for a large range of applications. Part II concentrates on approaches particularly designed for searching in large collections of data. After describing 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. Finally, the scalable and distributed metric structures are discussed.

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