no code implementations • 7 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.
no code implementations • 7 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.
1 code implementation • 11 Jun 2020 • Guilherme D. Pelegrina, Renan D. B. Brotto, Leonardo T. Duarte, Romis Attux, João M. T. Romano
In dimensionality reduction problems, the adopted technique may produce disparities between the representation errors of different groups.