Browsing by Subject "Quantile function"

Now showing items 1-2 of 2

CFM-BD: a distributed rule induction algorithm for building compact fuzzy models in Big Data classification problems

Elkano Ilintxeta, Mikel ; Sanz Delgado, José Antonio ; Barrenechea Tartas, Edurne ; Bustince Sola, Humberto ; Galar Idoate, Mikel (IEEE, 2020) Artículo / Artikulua

Interpretability has always been a major concern for fuzzy rule-based classifiers. The usage of human-readable models allows them to explain the reasoning behind their predictions and decisions. However, when it comes to ...
FUZZ-EQ: a data equalizer for boosting the discrimination power of fuzzy classifiers

Uriz Martín, Mikel Xabier ; Elkano Ilintxeta, Mikel ; Bustince Sola, Humberto ; Galar Idoate, Mikel (Elsevier, 2020) Artículo / Artikulua

The definition of linguistic terms is a critical part of the construction of any fuzzy classifier. Fuzzy partitioning methods (FPMs) range from simple uniform partitioning to sophisticated optimization algorithms. In this ...