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Direct factorization in formal concept analysis by factorization of input data

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989592%3A15310%2F04%3A00011118" target="_blank" >RIV/61989592:15310/04:00011118 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Direct factorization in formal concept analysis by factorization of input data

  • Original language description

    Formal concept analysis aims at extracting a hierarchical structure (so-called concept lattice) of clusters (so-called formal concepts) from object-attribute data tables. We present an algorithm for computing a factor lattice of a concept lattice from the data and a user-specified similarity threshold a. The presented algorithm computes the factor lattice directly from the data, without first computing the whole concept lattice and then computing the collections of clusters. We present theoretical insight and examples.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    BD - Information theory

  • 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

    2004

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    Proceedings of Recent Advances in Soft Computing 2004

  • ISBN

    1-84233-110-8

  • ISSN

  • e-ISSN

  • Number of pages

    600

  • Pages from-to

  • Publisher name

    Nottingham Trent University

  • Place of publication

    Nottingham

  • Event location

    Nottingham, UK

  • Event date

    Dec 16, 2004

  • Type of event by nationality

    EUR - Evropská akce

  • UT code for WoS article