This paper investigates the statistical properties of the Choquet and Sugeno integrals, used as multiattribute models. The inves-tigation is done on an empirical basis, and focuses on two topics: the distribution of the output of these integrals when the input is corrupted with noise, and the robustness of these models, when they are identified using some set of learning data through some learning procedure. I
Abstract This paper presents a synthesis on the essential mathematical properties of Choquet and Sug...
The Choquet integral and the Owen extension (or multilinear extension) are the most popular tools in...
International audienceRecent - and less recent - work has been devoted to learning additive value fu...
International audienceThis paper investigates the statistical properties of the Choquet and Sugeno i...
International audienceThe main advances regarding the use of the Choquet and Sugeno integrals in mul...
International audienceThe chapter makes a survey of works dealing with the Choquet integral as a gen...
Choquet integral and multistep Choquet integrals have been used in recent years as models for decisi...
peer reviewedThis paper presents a synthesis on the essential mathematical properties of Choquet and...
Sugeno integrals are aggregation functions that return a global evaluation that is between the minim...
International audienceSugeno integrals are aggregation functions that return a global evaluation tha...
Abstract This paper presents a synthesis on the essential mathematical properties of Choquet and Sug...
The Choquet integral and the Owen extension (or multilinear extension) are the most popular tools in...
International audienceRecent - and less recent - work has been devoted to learning additive value fu...
International audienceThis paper investigates the statistical properties of the Choquet and Sugeno i...
International audienceThe main advances regarding the use of the Choquet and Sugeno integrals in mul...
International audienceThe chapter makes a survey of works dealing with the Choquet integral as a gen...
Choquet integral and multistep Choquet integrals have been used in recent years as models for decisi...
peer reviewedThis paper presents a synthesis on the essential mathematical properties of Choquet and...
Sugeno integrals are aggregation functions that return a global evaluation that is between the minim...
International audienceSugeno integrals are aggregation functions that return a global evaluation tha...
Abstract This paper presents a synthesis on the essential mathematical properties of Choquet and Sug...
The Choquet integral and the Owen extension (or multilinear extension) are the most popular tools in...
International audienceRecent - and less recent - work has been devoted to learning additive value fu...