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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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Publicat a:Information Processing and Management of Uncertainty in Knowledge-Based Systems
Autors principals: Fuchs, Caro, Spolaor, Simone, Nobile, Marco S., Kaymak, Uzay
Format: Artigo
Idioma:Inglês
Publicat: 2020
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Accés en línia: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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