The state-of-art of the generalizations of the Choquet integral: From aggregation and pre-aggregation to ordered directionally monotone functions
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 …
fuzzy reasoning method (FRM) of fuzzy rule-based classification systems. After that, starting …
General interval-valued overlap functions and interval-valued overlap indices
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 …
two values. They have been used both as a conjunction in several practical problems (eg …
Constructing multi-layer classifier ensembles using the Choquet integral based on overlap and quasi-overlap functions
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 …
collection of classifiers that process the same information and their output is combined in …
Motor-imagery-based brain–computer interface using signal derivation and aggregation functions
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 …
between the human brain and external devices. One of the most popular approaches to BCI …
d-Choquet integrals: Choquet integrals based on dissimilarities
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 …
integrals. These functions are a generalization of the “standard” Choquet integral obtained …
N-Dimensional Admissibly Ordered Interval-Valued Overlap Functions and Its Influence in Interval-Valued Fuzzy-Rule-Based Classification Systems
Overlap functions are a type of aggregation functions that are not required to be associative,
generally used to indicate the overlap** degree between two values. They have been …
generally used to indicate the overlap** degree between two values. They have been …
On (IO, O)-fuzzy rough sets based on overlap functions
J Qiao - International Journal of Approximate Reasoning, 2021 - Elsevier
In the last past years, as a class of continuous binary aggregation functions, there are many
scholars kee** a watchful focus on overlap functions for their widely applicability in …
scholars kee** a watchful focus on overlap functions for their widely applicability in …
The Bonferroni mean-type pre-aggregation operators construction and generalization: Application to edge detection
In recent years, immense interest in the exploration of the generalized version of the
monotonicity condition has been significantly accomplished by the researchers. The …
monotonicity condition has been significantly accomplished by the researchers. The …
Pseudo-integral and generalized Choquet integral
Due to many applications, the Choquet integral as a powerful tool for modeling non-
deterministic problems needs to be further extended. Therefore the paper is devoted to a …
deterministic problems needs to be further extended. Therefore the paper is devoted to a …
[HTML][HTML] Neuro-inspired edge feature fusion using Choquet integrals
It is known that the human visual system performs a hierarchical information process in
which early vision cues (or primitives) are fused in the visual cortex to compose complex …
which early vision cues (or primitives) are fused in the visual cortex to compose complex …