An attempt to implement Compositional Models in Dempster-Shafer theory of Evidence

Kód výsledku v IS VaVaI

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Nalezeny alternativní kódy

RIV/61384399:31160/12:00041207

Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

An attempt to implement Compositional Models in Dempster-Shafer theory of Evidence

Popis výsledku v původním jazyce

It has been published recently that some of the ideas for representation of multidimensional distributions in probability theory can be transferred into Dempster-Shafer theory of Evidence. Namely, they showed that multidimensional basic assignments can be rather efficiently represented in a form of so-called compositional models. These models are based on the iterative application of the operator of composition, whose definition for basic assignments has been introduced in [5]. It appears that a software tool supporting computations within compositional model is necessary for additional theoretical research in this framework. In this paper we will familiarize the reader with our first attempts and basic problems of the implementation itself.

Název v anglickém jazyce

An attempt to implement Compositional Models in Dempster-Shafer theory of Evidence

Popis výsledku anglicky

It has been published recently that some of the ideas for representation of multidimensional distributions in probability theory can be transferred into Dempster-Shafer theory of Evidence. Namely, they showed that multidimensional basic assignments can be rather efficiently represented in a form of so-called compositional models. These models are based on the iterative application of the operator of composition, whose definition for basic assignments has been introduced in [5]. It appears that a software tool supporting computations within compositional model is necessary for additional theoretical research in this framework. In this paper we will familiarize the reader with our first attempts and basic problems of the implementation itself.

Druh

D - Stať ve sborníku

CEP obor

BA - Obecná matematika

OECD FORD obor

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Projekt

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Návaznosti

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Rok uplatnění

2012

Kód důvěrnosti údajů

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

Název statě ve sborníku

Proceedings of the 9th Workshop on Uncertainty Processing

ISBN

978-80-245-1885-5

ISSN

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e-ISSN

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Počet stran výsledku

12

Strana od-do

102-113

Název nakladatele

Faculty of Management, University of Economics, Prague

Místo vydání

Jindřichův Hradec

Místo konání akce

Mariánské Lázně

Datum konání akce

12. 9. 2012

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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