Extending the Macsum Aggregation to Interval-Valued Inputs - Archive ouverte HAL Accéder directement au contenu
Communication Dans Un Congrès Année : 2022

Extending the Macsum Aggregation to Interval-Valued Inputs

Yassine Hmidy
  • Fonction : Auteur
  • PersonId : 1181125
Olivier Strauss

Résumé

Due to a lack of information or access to the data, or simply due to the imprecise nature of the data, there are cases where a function that maps interval-valued inputs is more appropriate to model a system. With the concern to keep the advantageous properties of the Choquet integral, we propose here a model that maps interval-valued inputs onto interval-valued outputs whose upper and lower bounds are Choquet integrals with respect to a parametric set function. This model is an extension to interval-valued inputs of the macsum aggregation proposed in [16]. In this article, we show that this extension can be easily computed thanks to some properties of the macsum parametric set function.
Fichier principal
Vignette du fichier
SUM2022.pdf (326.27 Ko) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)

Dates et versions

hal-03927383 , version 1 (06-01-2023)

Identifiants

Citer

Yassine Hmidy, Agnès Rico, Olivier Strauss. Extending the Macsum Aggregation to Interval-Valued Inputs. SUM 2022 - 15th International Conference Scalable Uncertainty Management, Oct 2022, Paris, France. pp.338-347, ⟨10.1007/978-3-031-18843-5_23⟩. ⟨hal-03927383⟩
22 Consultations
40 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More