One of the main difficulties when it comes to aggregating partial evaluations using tools such as Sugeno integral, is having access to precise knowledge of the capacity to perform this aggregation. In this article, we propose an intervallist extension of Sugeno integral that allows partial knowledge of this ability to be taken into account, and to measure the impact of this lack of knowledge on the aggregation result. We propose an example in the field of surgical gesture evaluation.

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Imprecise Sugeno Integral Based Decision

  • Agnes Rico,
  • Florentin Kucharczak,
  • Olivier Strauss

摘要

One of the main difficulties when it comes to aggregating partial evaluations using tools such as Sugeno integral, is having access to precise knowledge of the capacity to perform this aggregation. In this article, we propose an intervallist extension of Sugeno integral that allows partial knowledge of this ability to be taken into account, and to measure the impact of this lack of knowledge on the aggregation result. We propose an example in the field of surgical gesture evaluation.