EUSFLAT
2009
13 years 9 months ago
2009
Abstract-- Choquet integral has proved to be an effective aggregation model in multiple criteria decision analysis when interactions between criteria have to be taken into consider...
EUSFLAT
2009
13 years 9 months ago
2009
Abstract-- Choquet-integral-based evaluation models are proposed. The evaluation parameters
CORR
2008
Springer
13 years 11 months ago
2008
Springer
The Choquet integral w.r.t. a capacity can be seen in the finite case as a parsimonious linear interpolator between vertices of [0, 1]n. We take this basic fact as a starting poin...
EOR
2002
13 years 11 months ago
2002
We introduce a measure of entropy for any discrete Choquet capacity and we interpret it in the setting of aggregation by the Choquet integral. Keywords : entropy, discrete Choquet...
EUSFLAT
2003
14 years 25 days ago
2003
A Sugeno and a Choquet integrals are commonly used fuzzy integrals for aggregation. As a generalization of both integrals, the twofold integral is induced. The twofold integral en...
EUSFLAT
2003
14 years 25 days ago
2003
Bi-capacities have been presented recently by the authors as a natural generalization of capacities (fuzzy measures). Usual concepts as M¨obius transform, Shapley value and inter...
EUSFLAT
2007
14 years 27 days ago
2007
We study the notion of conditional relative importance in a quantitative framework. This is an important notion in the context of the Choquet integral since this latter is usually...
EUSFLAT
2007
14 years 27 days ago
2007
In decision under uncertainty, the Choquet integral yields the expectation of a random variable with respect to a fuzzy measure (or non-additive probability or capacity). In gener...
EUSFLAT
2007
14 years 27 days ago
2007
We investigate the distribution functions and the moments of the so-called Choquet integral, also known as the Lov´asz extension, when regarded as a real function of a random sam...
GRC
2009
IEEE
14 years 3 months ago
2009
IEEE
The Choquet integral has been applied in data mining, such as nonlinear multiregressions and nonlinear classifications. Adopting signed efficiency measure in the Choquet integral ...