On a Special Class of Dempster-Shafer Theories

On a Special Class of Dempster-Shafer Theories

In this paper we want to draw Reader’s attention to the issue of impact of separate measurement of features (attributes) from which we want to make inferences. It turns out, that the fact of separate measurements implies algorithmic simplifications for many forms of reasoning in DST. Basic theorems...

Ausführliche Beschreibung

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Bibliographische Detailangaben
1. Verfasser: KLOPOTEK, Mieczysław Alojzy
Format: Buchkapitel
Sprache:eng
Schlagworte:
Applied sciences
Artificial intelligence
Basic Probability Assignment
Belief Function
Computer science
control theory
systems
Evidence Theory
Exact sciences and technology
Individual Vector
Learning and adaptive systems
Shafer Theory
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Beschreibung
Zusammenfassung:In this paper we want to draw Reader’s attention to the issue of impact of separate measurement of features (attributes) from which we want to make inferences. It turns out, that the fact of separate measurements implies algorithmic simplifications for many forms of reasoning in DST. Basic theorems and algorithms exploiting this are given.
ISSN:0302-9743
1611-3349
DOI:10.1007/978-3-540-24844-6_137