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Combining Cache and Priority Queue to Enhance Evaluation of Similarity Search Queries

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14330%2F18%3A00101090" target="_blank" >RIV/00216224:14330/18:00101090 - isvavai.cz</a>

  • Result on the web

    <a href="http://dx.doi.org/10.1109/FSKD.2018.8687208" target="_blank" >http://dx.doi.org/10.1109/FSKD.2018.8687208</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1109/FSKD.2018.8687208" target="_blank" >10.1109/FSKD.2018.8687208</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Combining Cache and Priority Queue to Enhance Evaluation of Similarity Search Queries

  • Original language description

    A variety of applications have been using content-based similarity search techniques. Higher effectiveness of the search can be, in some cases, achieved by submitting multiple similar queries. We propose new approximation techniques that are specially designed to enhance the trade-off between the effectiveness and the efficiency of multiple k-nearest-neighbors queries. They combine the probability of an indexed object to be a part of the precise query result and the time needed to examine the object. This enables us to improve processing times while maintaining the same query precision as compared to the traditional approximation technique without the proposed optimizations.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

  • OECD FORD branch

    10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Result continuities

  • Project

    <a href="/en/project/GA16-18889S" target="_blank" >GA16-18889S: Big Data Analytics for Unstructured Data</a><br>

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Others

  • Publication year

    2018

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    2018 14th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery

  • ISBN

    9781538680971

  • ISSN

  • e-ISSN

  • Number of pages

    8

  • Pages from-to

    956-963

  • Publisher name

    IEEE

  • Place of publication

    Neuveden

  • Event location

    Huangshan, China

  • Event date

    Jul 28, 2018

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article