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

Extending the Macsum Aggregation to Interval-Valued Inputs

Yassine Hmidy
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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.
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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⟩
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