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A generalization of the noisy-or model to multivalued parent variables

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985556%3A_____%2F13%3A00396105" target="_blank" >RIV/67985556:_____/13:00396105 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    A generalization of the noisy-or model to multivalued parent variables

  • Original language description

    In this paper we propose a generalization of the noisy-or model to multivalued parent variables. Albeit the proposed generalization is more restrictive than previous proposals, it has several nice properties. In this paper we suggest a method for learning this model and report results of experiments on the Reuters text classification data.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    JD - Use of computers, robotics and its application

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/GA13-20012S" target="_blank" >GA13-20012S: Conditional independence structures: algebraic and geometric methods</a><br>

  • Continuities

    I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Others

  • Publication year

    2013

  • 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 the 16th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty (CJS-2013)

  • ISBN

    978-80-245-1950-0

  • ISSN

  • e-ISSN

  • Number of pages

    9

  • Pages from-to

    19-27

  • Publisher name

    Faculty of Management, University of Economics, Jindřichův Hradec

  • Place of publication

    Jindřichův Hradec

  • Event location

    Mariánské Lázně

  • Event date

    Sep 19, 2013

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article