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Information analysis of multiple classifier fusion.

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985556%3A_____%2F01%3A16010068" target="_blank" >RIV/67985556:_____/01:16010068 - isvavai.cz</a>

  • Alternative codes found

    RIV/61384399:31160/01:00000047

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Information analysis of multiple classifier fusion.

  • Original language description

    We consider a general scheme of parallel classifier combinations in the framework of statistical pattern recognition. Each statistical classifier defines a set of output variables in terms of a posteriori probabilities, i.e. it is used as a feature extractor. The output vectors of classifiers are combined in parallel. The statistical Shannon information is used as a criterion to compare different combining schemes. By means of relatively simple arguments we derive a hierarchy between different methods.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    BB - Applied statistics, operational research

  • OECD FORD branch

Result continuities

  • Project

    Result was created during the realization of more than one project. More information in the Projects tab.

  • Continuities

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

Others

  • Publication year

    2001

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    Multiple Classifier Systems.

  • ISBN

    3-540-42284-6

  • ISSN

  • e-ISSN

  • Number of pages

    10

  • Pages from-to

    168-177

  • Publisher name

    Springer

  • Place of publication

    Berlin

  • Event location

    Cambridge [GB]

  • Event date

    Jul 2, 2001

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article