Publications

A hierarchical fuzzy system for assessing interpretability of linguistic knowledge bases in classification problems

Alonso, José María; Guillaume, S.; Magdalena, L.
Year: 2006
Type of Publication: In Proceedings
Keywords: assess; classifi-; interpretability; interpretability assessment; linguistic knowledge bases
Book title: Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU)
Pages: 348-355
ISBN: 2-84254-112-X
Abstract:
This work describes the proposal of a fuzzy inference system to assess the interpretability of a linguistic knowledge base. First of all, the parameters related to fuzzy system interpretability are identified. Then, the selected parameters are used as inputs of a hierarchical fuzzy system that provides as output an interpretability index. Finally, this system is used in the context of a classification problem and the results are discussed
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