DocumentCode :
2212132
Title :
Bridging gaps between several frameworks for the idea of granulation
Author :
Dubois, Didier ; Prade, Henri
Author_Institution :
IRIT, Univ. de Toulouse, Toulouse, France
fYear :
2011
fDate :
11-15 April 2011
Firstpage :
59
Lastpage :
65
Abstract :
Two important ideas at the core of Zadeh´s seminal contributions to fuzzy logic and approximate reasoning are the notions of granulation and of possibilistic uncertainty. In this paper, elaborating on the basis of some formal analogy, recently made by the authors, between possibility theory and formal concept analysis, we suggest other bridges between theories for which the concept of granulation is central. We highlight the common features between the notion of extensional fuzzy set with respect to a similarity relation and the notion of concept. We also discuss the case of fuzzy rough sets. Thus, we point out some fruitful cross-fertilizations between the possibilistic representation of information and several views of granulation emphasizing the idea of clusters of points that can be identified respectively on the basis of their closeness, or of their common labeling in terms of properties.
Keywords :
formal concept analysis; fuzzy logic; fuzzy reasoning; fuzzy set theory; granular computing; possibility theory; rough set theory; Zadeh seminal contribution; formal concept analysis; fuzzy approximate reasoning; fuzzy logic; fuzzy rough set; granulation concept; possibilistic uncertainty; possibility theory; Context; Electronic mail; Equations; Fuzzy sets; Possibility theory; Rough sets; Uncertainty; extensional fuzzy set; formal concept analysis; granulation; possibility theory; rough set;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Foundations of Computational Intelligence (FOCI), 2011 IEEE Symposium on
Conference_Location :
Paris
Print_ISBN :
978-1-4244-9981-6
Type :
conf
DOI :
10.1109/FOCI.2011.5949479
Filename :
5949479
Link To Document :
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