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Uncertain Logical Gates in Possibilistic Networks. An Application to Human Geography

Dubois, Didier and Fusco, Giovanni and Prade, Henri and Tettamanzi, Andrea Uncertain Logical Gates in Possibilistic Networks. An Application to Human Geography. (2015) In: 9th International Conference on Scalable Uncertainty Management (SUM 2015), 16 September 2015 - 22 September 2015 (Quebec, Canada).

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Official URL: http://dx.doi.org/10.1007/978-3-319-23540-0_17

Abstract

Possibilistic networks offer a qualitative approach for modeling epistemic uncertainty. Their practical implementation requires the specification of conditional possibility tables, as in the case of Bayesian networks for probabilities. This paper presents the possibilistic counterparts of the noisy probabilistic connectives (and, or, max, min, ...). Their interest is illustrated on an example taken from a human geography modeling problem. The difference of behaviors in some cases of some possibilistic connectives, with respect to their probabilistic analogs, is discussed in details.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to Springer editor. This papers appears in Volume 9310 Lecture Notes in Computer Science ISSN : 0302-9743. ISBN: 978-3-319-23539-4. The original PDF is available at : http://link.springer.com/chapter/10.1007/978-3-319-23540-0_17
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:Other partners > Aix-Marseille Université - AMU (FRANCE)
French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
Other partners > Université Nice Sophia Antipolis (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Other partners > Université d'Avignon et des Pays de Vaucluse (FRANCE)
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Deposited By: IRIT IRIT
Deposited On:14 Mar 2016 15:49

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