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Pseudo-integral and generalized Choquet integral

Fuzzy Sets and Systems, 2022
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Radko Mesiar, Endre Pap
exaly   +5 more sources

Numerical integration for the Choquet integral

Information Fusion, 2016
Study of the Choquet integral for continuous functions.Numerical integration for the Choquet integral on the real line.Numerical examples of the computation of the numerical Choquet integral.Numerical computation of the Hellinger distance for fuzzy measures.
Yasuo Narukawa, Vicenç Torra
exaly   +2 more sources

The balancing Choquet integral

Fuzzy Sets and Systems, 2010
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
R Mesiar
exaly   +4 more sources

On the coincidence of the pan-integral and the Choquet integral

Fuzzy Sets and Systems, 2023
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Jun Li 0014   +3 more
openaire   +2 more sources

Collection integral vs. Choquet integral

Fuzzy Sets and Systems, 2021
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Adam Seliga, Peter Smrek
openaire   +2 more sources

Computing Choquet integrals

Fuzzy Sets and Systems, 2017
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Ion Chitescu, Anca Plavitu
openaire   +2 more sources

Explainable AI for the Choquet Integral

IEEE Transactions on Emerging Topics in Computational Intelligence, 2021
The modern era of machine learning is focused on data-driven solutions. While this has resulted in astonishing leaps in numerous applications, explainability has not witnessed the same growth. The reality is, most machine learning solutions are black boxes. Herein, we focus on data/information fusion in machine learning. Specifically, we explore four
Bryce J. Murray   +6 more
openaire   +1 more source

Nonmonotonic Choquet integrals

Journal of Mathematical Economics, 2001
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Waegenaere, A., Wakker, P.P.
openaire   +6 more sources

SET DEFUZZIFICATION AND CHOQUET INTEGRAL

International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2001
In this paper, we discuss the defuzzification problem. We first propose a set defuzzification method, (from a fuzzy set to a crisp set) by using the Aumann integral. From the obtained set to a point, we have two methods of defuzzification. One of these uses the mean value method and the other uses a fuzzy measure.
Yukio Ogura, Shoumei Li, Dan A. Ralescu
openaire   +2 more sources

Choquet Integral on Multisets

2014
Fuzzy measures on multisets are studied in this paper. We show that a class of multisets on a finite space can be represented as a subset of positive integers. Comonotonicity for multisets are defined. We show that a fuzzy measure on multisets with some comonotonicity condition can be represented by a generalized fuzzy integral.
Yasuo Narukawa, Vicenç Torra
openaire   +2 more sources

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