Evidence Representation and Reasoning in Selected Applications
Identifieur interne : 004563 ( Istex/Curation ); précédent : 004562; suivant : 004564Evidence Representation and Reasoning in Selected Applications
Auteurs : Włodzimierz Filipowicz [Pologne]Source :
- Lecture Notes in Computer Science [ 0302-9743 ] ; 2011.
Abstract
Abstract: Theory of evidence can be used to model uncertainty in many applications. Representation of relationship between evidence and hypothesis space is to be defined in practical cases. The relationship is usually expressed by an evidential mapping. The evidential mapping is a sort of belief assignment discussed in many papers. The Dempster-Shafer theory is used for further exploration of the relation between mentioned spaces. In the paper the concept is followed, explored and exploited in order to solve selected practical problems. One of them is floating objects detection. Mappings can be extended to include fuzzy sets. The extension is presented and exploited for position fixing in maritime navigation.
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DOI: 10.1007/978-3-642-23938-0_26
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<front><div type="abstract" xml:lang="en">Abstract: Theory of evidence can be used to model uncertainty in many applications. Representation of relationship between evidence and hypothesis space is to be defined in practical cases. The relationship is usually expressed by an evidential mapping. The evidential mapping is a sort of belief assignment discussed in many papers. The Dempster-Shafer theory is used for further exploration of the relation between mentioned spaces. In the paper the concept is followed, explored and exploited in order to solve selected practical problems. One of them is floating objects detection. Mappings can be extended to include fuzzy sets. The extension is presented and exploited for position fixing in maritime navigation.</div>
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