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2015 | OriginalPaper | Buchkapitel

Concept Synthesis Using Logic of Prototypes and Counterexamples: A Graded Consequence Approach

verfasst von : Soma Dutta, Piotr Wasilewski

Erschienen in: Pattern Recognition and Machine Intelligence

Verlag: Springer International Publishing

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Abstract

This paper is a preliminary step towards proposing a scheme for synthesis of a concept out of a set of concepts focusing on the following aspects. The first is that the semantics of a set of simple (or independent) concepts would be understood in terms of its prototypes and counterexamples, where these instances of positive and negative cases may vary with the change of the context, i.e., a set of situations which works as a precursor of an information system. Secondly, based on the classification of a concept in terms of the situations where it strictly applies and where not, a degree of application of the concept to some new situation/world would be determined. This layer of reasoning is named as logic of prototypes and counterexamples. In the next layer the method of concept synthesis would be designed as a graded concept based on the already developed degree based approach for logic of prototypes and counterexamples.

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Nächstes Kapitel Fuzzy Rough Sets Theory Reducts for Quantitative Decisions – Approach for Spatial Data Generalization

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Titel: Concept Synthesis Using Logic of Prototypes and Counterexamples: A Graded Consequence Approach
verfasst von: Soma Dutta
Piotr Wasilewski
Verlag: Springer International Publishing
Buch: Pattern Recognition and Machine Intelligence
Print ISBN: 978-3-319-19940-5

Electronic ISBN: 978-3-319-19941-2

Copyright-Jahr: 2015
DOI: https://doi.org/10.1007/978-3-319-19941-2_29

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