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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. (en)
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Title
| - Belief functions on MV-algebras of fuzzy sets: an overview
- Belief functions on MV-algebras of fuzzy sets: an overview (en)
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skos:prefLabel
| - Belief functions on MV-algebras of fuzzy sets: an overview
- Belief functions on MV-algebras of fuzzy sets: an overview (en)
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skos:notation
| - RIV/67985556:_____/13:00399109!RIV14-GA0-67985556
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http://linked.open...avai/predkladatel
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http://linked.open...avai/riv/aktivita
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http://linked.open...avai/riv/aktivity
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http://linked.open...vai/riv/dodaniDat
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http://linked.open...aciTvurceVysledku
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http://linked.open.../riv/druhVysledku
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http://linked.open...iv/duvernostUdaju
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http://linked.open...titaPredkladatele
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http://linked.open...dnocenehoVysledku
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http://linked.open...ai/riv/idVysledku
| - RIV/67985556:_____/13:00399109
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http://linked.open...riv/jazykVysledku
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http://linked.open.../riv/klicovaSlova
| - belief function; MV-algebra; fuzzy logic (en)
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http://linked.open.../riv/klicoveSlovo
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http://linked.open...ontrolniKodProRIV
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http://linked.open...i/riv/mistoVydani
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http://linked.open...vEdiceCisloSvazku
| - Studies in Fuzziness and Soft Computing
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http://linked.open...i/riv/nazevZdroje
| - Non-Additive Measures: Theory and Applications
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http://linked.open...in/vavai/riv/obor
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http://linked.open...ichTvurcuVysledku
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http://linked.open...v/pocetStranKnihy
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http://linked.open...cetTvurcuVysledku
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http://linked.open...vavai/riv/projekt
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http://linked.open...UplatneniVysledku
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http://linked.open...iv/tvurceVysledku
| - Flaminio, T.
- Kroupa, Tomáš
- Godo, L.
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number of pages
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http://bibframe.org/vocab/doi
| - 10.1007/978-3-319-03155-2_7
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http://purl.org/ne...btex#hasPublisher
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https://schema.org/isbn
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