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Steps Towards Causal Formal Concept Analysis
Article de revue   Avec comité de lecture

Steps Towards Causal Formal Concept Analysis

Alexandre Bazin, Miguel Couceiro, Marie-Dominique Devignes et Amedeo Napoli
International journal of approximate reasoning, Vol.142, pp.338-348
03/2022

Résumé

Artificial Intelligence Computer Science
Efficiently discovering causal relations from data and representing them in a way that facilitates their use is an important problem in science that has received much attention. In this paper, we propose an adaptation of the Formal Concept Analysis formalism to the problem of discovering and representing causal relations. We show that Formal Concept Analysis structures and algorithms are well-suited to this problem.

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