Search Results for author: Guilherme D. Pelegrina

Found 3 papers, 1 papers with code

An unsupervised capacity identification approach based on Sobol' indices

no code implementations7 Dec 2020 Guilherme D. Pelegrina, Leonardo T. Duarte, Michel Grabisch, João M. T. Romano

In these cases, aggregation functions based on a capacity may be used to overcome this inconvenience, such as the Choquet integral or the multilinear model.

Muticriteria decision making based on independent component analysis: A preliminary investigation considering the TOPSIS approach

no code implementations7 Dec 2020 Guilherme D. Pelegrina, Leonardo T. Duarte, João M. T. Romano

This work proposes the application of independent component analysis to the problem of ranking different alternatives by considering criteria that are not necessarily statistically independent.

Decision Making

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