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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
Autores principales: Fuchs, Caro, Spolaor, Simone, Nobile, Marco S., Kaymak, Uzay
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7274303/
http://dx.doi.org/10.1007/978-3-030-50146-4_29