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Statements

Subject Item
n2:RIV%2F67985556%3A_____%2F13%3A00399109%21RIV14-GA0-67985556
rdf:type
skos:Concept n14:Vysledek
dcterms:description
Belief functions are the measure theoretical objects Dempster-Shafer evidence theory is based on. They are in fact totally monotone capacities, and can be regarded as a special class of measures of uncertainty used to model an agent’s degrees of belief in the occurrence of a set of events by taking into account different bodies of evidence that support those beliefs. In this chapter we present two main approaches to extending belief func- tions on Boolean algebras of events to MV-algebras of events, modelled as fuzzy sets, and we discuss several properties of these generalized mea- sures. In particular we deal with the normalization and soft-normalization problems, and on a generalization of Dempster’s rule of combination. Belief functions are the measure theoretical objects Dempster-Shafer evidence theory is based on. They are in fact totally monotone capacities, and can be regarded as a special class of measures of uncertainty used to model an agent’s degrees of belief in the occurrence of a set of events by taking into account different bodies of evidence that support those beliefs. In this chapter we present two main approaches to extending belief func- tions on Boolean algebras of events to MV-algebras of events, modelled as fuzzy sets, and we discuss several properties of these generalized mea- sures. In particular we deal with the normalization and soft-normalization problems, and on a generalization of Dempster’s rule of combination.
dcterms:title
Belief functions on MV-algebras of fuzzy sets: an overview Belief functions on MV-algebras of fuzzy sets: an overview
skos:prefLabel
Belief functions on MV-algebras of fuzzy sets: an overview Belief functions on MV-algebras of fuzzy sets: an overview
skos:notation
RIV/67985556:_____/13:00399109!RIV14-GA0-67985556
n14:predkladatel
n17:ico%3A67985556
n3:aktivita
n7:I n7:P
n3:aktivity
I, P(GA13-20012S)
n3:dodaniDat
n16:2014
n3:domaciTvurceVysledku
n4:2462214
n3:druhVysledku
n20:C
n3:duvernostUdaju
n13:S
n3:entitaPredkladatele
n18:predkladatel
n3:idSjednocenehoVysledku
63061
n3:idVysledku
RIV/67985556:_____/13:00399109
n3:jazykVysledku
n19:eng
n3:klicovaSlova
belief function; MV-algebra; fuzzy logic
n3:klicoveSlovo
n11:MV-algebra n11:fuzzy%20logic n11:belief%20function
n3:kontrolniKodProRIV
[9E3F650903AA]
n3:mistoVydani
Cham
n3:nazevEdiceCisloSvazku
Studies in Fuzziness and Soft Computing
n3:nazevZdroje
Non-Additive Measures: Theory and Applications
n3:obor
n15:BA
n3:pocetDomacichTvurcuVysledku
1
n3:pocetStranKnihy
200
n3:pocetTvurcuVysledku
3
n3:projekt
n10:GA13-20012S
n3:rokUplatneniVysledku
n16:2013
n3:tvurceVysledku
Flaminio, T. Godo, L. Kroupa, Tomáš
s:numberOfPages
28
n6:doi
10.1007/978-3-319-03155-2_7
n21:hasPublisher
Springer-Verlag
n9:isbn
978-3-319-03154-5