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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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Detalles Bibliográficos
Publicado en: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: 2020
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Acceso en liña: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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