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Journal of Systems and Software
Volume 60, Issue 2, 1 February 2002, Pages 149-163
 
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doi:10.1016/S0164-1212(01)00087-5    How to Cite or Link Using DOI (Opens New Window)
Copyright © 2002 Elsevier Science Inc. All rights reserved.

Galois connection, formal concepts and Galois lattice in real relations: application in a real classifier

Ali JaouaCorresponding Author Contact Information, E-mail The Corresponding Author, a and Samir ElloumiE-mail The Corresponding Author, b

a Department of Computer Sciences, Faculty of Sciences, University of Qatar, P.O. Box 2713, Doha, Qatar b Department of Computer Sciences, Faculty of Sciences of Tunis, Campus Universitaire, 1060 Tunis, Tunisia

Received 1 March 2001. 
Available online 9 February 2002.

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Abstract

In this paper, we introduce the notion of a real set as an extension of a crisp and a fuzzy set by using sequences of intervals as membership degrees, instead of a single value in [0,1]. We also propose, to extend the notion of Galois connection in a real binary relation as well as the notions of rectangular relation, formal concept and Galois lattice. We present finally a real classifier based on this mathematical foundation.

Author Keywords: Real set; Real relation; Sequences of intervals; Galois connection; Formal concept; Real classifier

Article Outline

1. Introduction
2. The real sets
2.1. Mathematical background
2.1.1. Crisp and fuzzy sets
2.1.2. Real sets
2.1.3. Real relation
2.1.4. Basic set-theoretic operations on real sets
2.1.4.1. Large consideration
2.1.4.2. Strict consideration
3. Classical Galois lattice
3.1. Galois connection in crisp binary relations
3.2. Sub-lattice of maximal rectangles
4. Real Galois lattice
4.1. Large Galois connection in real binary relations
4.2. Strict Galois connection in real binary relations
4.3. Real Galois sub-lattice of real maximal rectangles
5. Application for the real classifier
5.1. System description
5.2. Experimental results
6. Conclusion
References
Vitae





Journal of Systems and Software
Volume 60, Issue 2, 1 February 2002, Pages 149-163
 
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