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A Study of Boolean Matrix Factorization Under Supervised Settings

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989592%3A15310%2F19%3A73595312" target="_blank" >RIV/61989592:15310/19:73595312 - isvavai.cz</a>

  • Result on the web

    <a href="https://link.springer.com/content/pdf/10.1007%2F978-3-030-21462-3_24.pdf" target="_blank" >https://link.springer.com/content/pdf/10.1007%2F978-3-030-21462-3_24.pdf</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1007/978-3-030-21462-3_24" target="_blank" >10.1007/978-3-030-21462-3_24</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    A Study of Boolean Matrix Factorization Under Supervised Settings

  • Original language description

    Boolean matrix factorization is a generally accepted approach used in data analysis to explain data or for data preprocessing in the supervised settings. In this paper we study factors in the supervised settings. We provide an experimental proof that factors are able to explain not only data as a whole but also classes in the data.

  • 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

  • Continuities

    I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Others

  • Publication year

    2019

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    Formal Concept Analysis

  • ISBN

    978-3-030-21461-6

  • ISSN

    0302-9743

  • e-ISSN

    1611-3349

  • Number of pages

    8

  • Pages from-to

    341-348

  • Publisher name

    Springer International

  • Place of publication

    Cham

  • Event location

    Frankfurt am Main

  • Event date

    Jun 25, 2019

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article

    000492749700024