Automatic Extraction of Linguistic Description from Fuzzy Rule Base

arXiv:2404.03058v1 Announce Type: new
Abstract: Neuro-fuzzy systems are a technique of explainable artificial intelligence (XAI). They elaborate knowledge models as a set of fuzzy rules. Fuzzy sets are crucial components of fuzzy rules. They are used to model linguistic terms. In this paper, we present an automatic extraction of fuzzy rules in the natural English language. Full implementation is available free from a public repository.

abstract artificial artificial intelligence arxiv components cs.ai cs.lg explainable artificial intelligence extraction intelligence knowledge neuro paper rules set systems terms type xai