The state-of-art of the generalizations of the Choquet integral: From aggregation and pre-aggregation to ordered directionally monotone functions

GP Dimuro, J Fernández, B Bedregal, R Mesiar… - Information …, 2020 - Elsevier
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 …

General overlap functions

L De Miguel, D Gómez, JT Rodríguez, J Montero… - Fuzzy Sets and …, 2019 - Elsevier
As a generalization of bivariate overlap functions, which measure the degree of overlap**
(intersection for non-crisp sets) of n different classes, in this paper we introduce the concept …

Improving the Performance of Fuzzy Rule-Based Classification Systems Based on a Nonaveraging Generalization of CC-Integrals Named -Integrals

G Lucca, GP Dimuro, J Fernández… - … on Fuzzy Systems, 2018 - ieeexplore.ieee.org
A key component of fuzzy rule-based classification systems (FRBCS) is the fuzzy reasoning
method (FRM) since it infers the class predicted for new examples. A crucial stage in any …

General interval-valued overlap functions and interval-valued overlap indices

T da Cruz Asmus, GP Dimuro, B Bedregal, JA Sanz… - Information …, 2020 - Elsevier
Overlap functions are aggregation functions that express the overlap** degree between
two values. They have been used both as a conjunction in several practical problems (eg …

Motor-imagery-based brain–computer interface using signal derivation and aggregation functions

J Fumanal-Idocin, YK Wang, CT Lin… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Brain–computer interface (BCI) technologies are popular methods of communication
between the human brain and external devices. One of the most popular approaches to BCI …

Multimodal fuzzy fusion for enhancing the motor-imagery-based brain computer interface

LW Ko, YC Lu, H Bustince, YC Chang… - IEEE Computational …, 2019 - ieeexplore.ieee.org
Brain-computer interface technologies, such as steady-state visually evoked potential, P300,
and motor imagery are methods of communication between the human brain and the …

Overlap and grou** functions on complete lattices

J Qiao - Information Sciences, 2021 - Elsevier
Recently, Paiva et al. introduced the concepts of lattice-valued overlap and quasi-overlap
functions, and showed the migrativity, homogeneity and other properties of (quasi-) overlap …

Generalized CF1F2-integrals: from Choquet-like aggregation to ordered directionally monotone functions

GP Dimuro, G Lucca, B Bedregal, R Mesiar… - Fuzzy Sets and …, 2020 - Elsevier
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 …

d-Choquet integrals: Choquet integrals based on dissimilarities

H Bustince, R Mesiar, J Fernández, M Galar… - Fuzzy Sets and …, 2021 - Elsevier
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 …

[HTML][HTML] The law of O-conditionality for fuzzy implications constructed from overlap and grou** functions

GP Dimuro, B Bedregal, J Fernandez… - International Journal of …, 2019 - Elsevier
Overlap and grou** functions are special kinds of non necessarily associative
aggregation operators proposed for many applications, mainly when the associativity …