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Communication Dans Un Congrès Année : 2015

Characterization of Multiple Groups of Data

Arthur Chambon
  • Fonction : Auteur
Tristan Boureau
  • Fonction : Auteur
  • PersonId : 1203052
Frédéric Lardeux
Marion Le Saux

Résumé

In this paper we propose a new approach for computing characterizations of sets of data by means of partially defined Boolean functions. The main objective is to provide minimal sets of characters that allows the user to discriminate groups of Boolean data representing individuals described by means of presence or absence of characters. Compared to previous approaches, our algorithms are more efficient and are able to compute complete sets of solutions, which may be useful according to our underlying application domain in plant biology.

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Dates et versions

hal-01449580 , version 1 (30-01-2017)

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Citer

Arthur Chambon, Tristan Boureau, Frédéric Lardeux, Frédéric Saubion, Marion Le Saux. Characterization of Multiple Groups of Data. 2015 IEEE 27th International Conference on Tools with Artificial Intelligence (ICTAI), 2015, Vietri sul Mare, Italy. ⟨10.1109/ICTAI.2015.146⟩. ⟨hal-01449580⟩

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