Results 191 to 200 of about 1,225,158 (250)

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

Deriving efficacy from basic uncertain information and uncertain Choquet Integral

International Journal of General Systems, 2022
Basic Uncertain Information (BUI) as a newly introduced concept generalized a wide range of uncertain information. We discuss and compare some methods to derive efficacy from given BUI collection, which is helpful in decision aid. With BUI collection, we
Lesheng Jin, R. Mesiar, R. Yager, M. Kalina, Jana Špirková, S. Borkotokey   +5 more
semanticscholar   +1 more source

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.
Bryce J. Murray, Muhammad Aminul Islam, Anthony J. Pinar, Derek T. Anderson, G. Scott, T. Havens, J. Keller   +6 more
semanticscholar   +1 more source

Computing Choquet integrals

Fuzzy Sets and Systems, 2017
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Chiţescu, Ion, Plăviţu, Anca
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A novel Pythagorean fuzzy set integrated Choquet integral approach for vertical farming technology assessment

Computers & industrial engineering, 2021
The fourth industrial revolution transforms the way we approach the existing traditional systems. Agriculture is one of the crucial areas where the transformation showed its effects.
G. Büyüközkan, Fethullah Göçer, Deniz Uztürk   +2 more
semanticscholar   +1 more source

Probabilistic uncertain linguistic TODIM method based on the generalized Choquet integral and its application

International Journal of Intelligent Computing and Cybernetics, 2021
PurposeThe purpose of this paper is to develop a probabilistic uncertain linguistic (PUL) TODIM method based on the generalized Choquet integral, with respect to the interdependencies between criteria, for the selection of the best alternate in the ...
Xiuqin Xu, Jialiang Xie, Na Yue, Honghui Wang   +3 more
semanticscholar   +1 more source

Quadrature-Inspired Generalized Choquet Integral

IEEE International Conference on Fuzzy Systems, 2022
In this study, we present an innovative approach to deriving an aggregate classification score based on multiple classifiers based on generalizations of the Choquet integral.
Paweł Karczmarek, Michał Dolecki, Paweł Powroźnik, Lukasz Galka, W. Pedrycz, Dariusz Czerwiński   +5 more
semanticscholar   +1 more source

A Novel FMEA-Based Approach to Risk Analysis of Product Design Using Extended Choquet Integral

IEEE Transactions on Reliability, 2022
Improving reliability and eliminating the potential design risk are crucial for product design. Failure mode and effect analysis (FMEA), as an effective reliability assurance tool, has been extensively used in product design.
Jing Zhou, Yu Liu, Tangfan Xiahou, Tudi Huang   +3 more
semanticscholar   +1 more source

Choquet Integral Ridge Regression

2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2020
The Choquet integral (ChI) is an aggregation function that is defined with respect to a fuzzy measure (FM). Many ChI-based decision aggregation methods have been proposed to learn the underlying FM. However, FM's boundary and monotonicity constraints have limited the applicability of such methods to decision-level fusion.
Siva K. Kakula, Anthony J. Pinar, Timothy C. Havens, Derek T. Anderson   +3 more
openaire   +1 more source

A Novel Choquet Integral-Based VIKOR Approach Under Q-Rung Orthopair Hesitant Fuzzy Environment

IEEE transactions on fuzzy systems
Q-rung orthopair hesitant fuzzy set is a potent and effective technique for dealing with more general and complex uncertainty. Multiple attribute decision-making (MADM) under complex uncertainty has been a key research issue.
Hongwu Qin, Yibo Wang, Xiuqin Ma, J. Abawajy   +3 more
semanticscholar   +1 more source