Probabilistic Fuzzy Reasoning in a Coherent Setting

DOI

10.2991/eusflat.2013.67How to use a DOI?

Keywords

Probabilistic Fuzzy Reasoning Probabilistic Fuzzy IF-THEN Rule Base Coherent Conditional Probability

Abstract

We use the interpretation of fuzzy sets in terms of coherent conditional probabilities for handling probabilistic fuzzy IF-THEN rules. We show by some examples how this interpretation can help when fuzzy and statistical information need to be combined and the available probabilistic information on the fuzzy events is possibly imprecise or incomplete.

Copyright

© 2013, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Download article (PDF)

TY  - CONF
AU  - Giulianella Coletti
AU  - Davide Petturiti
AU  - Barbara Vantaggi
PY  - 2013/08
DA  - 2013/08
TI  - Probabilistic Fuzzy Reasoning in a Coherent Setting
BT  - Proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology (EUSFLAT-13)
PB  - Atlantis Press
SP  - 480
EP  - 487
SN  - 1951-6851
UR  - https://doi.org/10.2991/eusflat.2013.67
DO  - 10.2991/eusflat.2013.67
ID  - Coletti2013/08
ER  -