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Description
  • 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.
  • 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. (en)
Title
  • Similarity Search: The Metric Space Approach
  • Similarity Search: The Metric Space Approach (en)
skos:prefLabel
  • Similarity Search: The Metric Space Approach
  • Similarity Search: The Metric Space Approach (en)
skos:notation
  • RIV/00216224:14330/05:00013399!RIV10-AV0-14330___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(1ET100300419)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 542625
http://linked.open...ai/riv/idVysledku
  • RIV/00216224:14330/05:00013399
http://linked.open...riv/jazykVysledku
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  • similarity search; metric space; index structures; scalability; performance evaluation (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [C5EDBCA0D54A]
http://linked.open...i/riv/mistoVydani
  • New York, NY 10013, USA
http://linked.open...vEdiceCisloSvazku
  • Advances in Database Systems, Vol. 32
http://linked.open...i/riv/nazevZdroje
  • Similarity Search: The Metric Space Approach
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...v/pocetStranKnihy
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Batko, Michal
  • Zezula, Pavel
  • Dohnal, Vlastislav
  • Amato, Giuseppe
number of pages
http://purl.org/ne...btex#hasPublisher
  • Springer-Verlag
https://schema.org/isbn
  • 0-387-29146-6
http://localhost/t...ganizacniJednotka
  • 14330
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