An informational distance for estimating the faithfulness of a possibility distribution, viewed as a family of probability distributions, with respect to data

Author:

Serrurier Mathieu,Prade Henri

Publisher

Elsevier BV

Subject

Applied Mathematics,Artificial Intelligence,Theoretical Computer Science,Software

Reference17 articles.

1. Constructing consonant belief functions from sample data using confidence sets of pignistic probabilities;Aregui;International Conference on Pattern Recognition,2008

2. Possibility theory and statistical reasoning;Dubois;Computational Statistics and Data Analysis,2006

3. Probability–possibility transformations, triangular fuzzy sets, and probabilistic inequalities;Dubois;Reliable Computing,2004

4. When upper probabilities are possibility measures;Dubois;Fuzzy Sets and Systems,1992

5. D. Dubois, H. Prade, On data summarization with fuzzy sets, in: Proceedings of the 5th International Fuzzy Systems Association World Congress (IFSA’93), Seoul, 1993, pp. 465–468.

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2. Exploring the Faithfulness of Synthetic Data by Generative Models;2023 International Conference on Machine Learning and Applications (ICMLA);2023-12-15

3. Reasoning and learning in the setting of possibility theory - Overview and perspectives;International Journal of Approximate Reasoning;2023-09

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5. Possibility Theory;Encyclopedia of Complexity and Systems Science Series;2023

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