In 2013, Barrenechea et al. used the Choquet integral as an aggregation function in the
fuzzy reasoning method (FRM) of fuzzy rule-based classification systems. After that, starting …

Overlap functions are aggregation functions that express the overlapping degree between
two values. They have been used both as a conjunction in several practical problems (eg …

Ensembles of classifiers have been receiving much attention lately, they consist of a
collection of classifiers that process the same information and their output is combined in …

This paper introduces the theoretical framework for a generalization of CF 1 F 2-integrals, a
family of Choquet-like integrals used successfully in the aggregation process of the fuzzy …

The paper introduces a new class of functions from [0, 1] n to [0, n] called d-Choquet
integrals. These functions are a generalization of the “standard” Choquet integral obtained …

Imbalanced classification problems are attracting the attention of the research community
because they are prevalent in real-world problems and they impose extra difficulties for …

Overlap functions are a type of aggregation functions that are not required to be associative,
generally used to indicate the overlapping degree between two values. They have been …

Learning an interval-valued fuzzy rule-based classification system is a challenge as its
success directly depends on the interval-valued fuzzy partition used. In fact, the learning of …

In the last past years, as a class of continuous binary aggregation functions, there are many
scholars keeping a watchful focus on overlap functions for their widely applicability in …

In this short paper, we introduce and discuss the extended Choquet-Sugeno-like operator. It
generalizes most of modifications of the Choquet integral on a finite set known in the …