Title | A Double Axis Classification of Interpretability Measures for Linguistic Fuzzy Rule-Based Systems |
Publication Type | Conference Paper |
Year of Publication | 2011 |
Authors | Gacto, M. J., Alcalá R., and Herrera F. |
Editor | Fanelli, Anna Maria, Pedrycz Witold, and Petrosino Alfredo |
Conference Name | Fuzzy Logic and Applications |
Pagination | 99–106 |
Publisher | Springer Berlin Heidelberg |
Conference Location | Berlin, Heidelberg |
ISBN Number | 978-3-642-23713-3 |
Abstract | In this paper, we present a simple classification of the papers devoted to interpretability of Linguistic Fuzzy Rule-Based Systems attending to the type of interpretability measures and the part of the system for which they are applied, i.e., a double axis classification. A taxonomy considering this double axis is used to easily categorize the proposals in the existing literature. In this way, this work also represents a simple summary of the current state-of-the-art to assess the interpretability of Linguistic Fuzzy Rule-Based Systems. |