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Comparative Study of Clustering Performance by Means of Evolutionary Algorithms

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F10%3A63509050" target="_blank" >RIV/70883521:28140/10:63509050 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Comparative Study of Clustering Performance by Means of Evolutionary Algorithms

  • Original language description

    Evolutionary algorithms are addressed in many disciplines. These algorithms represent robust adaptive search techniques which can reveal unknown and unexpected relations within inspected data set. More often they are used in data mining methods. The aimof this paper is to compare several widely-used evolutionary algorithms in clustering representing one of data mining method ? specifically the Differential Evolution, SOMA and the Genetic Algorithm. We describe the process of clustering by means of theevolutionary optimization.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    IN - Informatics

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2010

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    Internet, bezpečnost a konkurenceschopnost organizací. Řízení procesů a využití moderních teerminálových technologií

  • ISBN

    978-83-61645-16-0

  • ISSN

  • e-ISSN

  • Number of pages

    8

  • Pages from-to

  • Publisher name

    Univerzita Tomáše Bati ve Zlíně, Fakulta aplikované informatiky

  • Place of publication

    Zlín

  • Event location

    Zlín

  • Event date

    Jan 1, 2010

  • Type of event by nationality

    EUR - Evropská akce

  • UT code for WoS article