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A Graph Theory Approach to Fuzzy Rule Base Simplification

Fuzzy inference systems (FIS) gained popularity and found application in several fields of science over the last years, because they are more transparent and interpretable than other common (black-box) machine learning approaches. However, transparency is not automatically achieved when FIS are esti...

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Detalhes bibliográficos
Publicado no:Information Processing and Management of Uncertainty in Knowledge-Based Systems
Main Authors: Fuchs, Caro, Spolaor, Simone, Nobile, Marco S., Kaymak, Uzay
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7274303/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-50146-4_29
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