Sampling Representation Contexts with Attribute Exploration

Victor Codocedo 1 Jaume Baixeries 2 Mehdi Kaytoue 3, 4 Amedeo Napoli 5
3 DM2L - Data Mining and Machine Learning
LIRIS - Laboratoire d'InfoRmatique en Image et Systèmes d'information
5 ORPAILLEUR - Knowledge representation, reasonning
INRIA Lorraine, LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications
Abstract : We tackle the problem of constructing the representation context of a pattern structure. First, we present a naive algorithm that computes the representation context of a pattern structure. Then, we add a sampling technique in order to reduce the size of the output. We show that these techniques reduce significantly the size of the representation context for interval pattern structures.
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Conference papers
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https://hal.inria.fr/hal-02195498
Contributor : Amedeo Napoli <>
Submitted on : Friday, July 26, 2019 - 1:16:01 PM
Last modification on : Saturday, July 27, 2019 - 1:23:36 AM

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Victor Codocedo, Jaume Baixeries, Mehdi Kaytoue, Amedeo Napoli. Sampling Representation Contexts with Attribute Exploration. 15th International Conference on Formal Concept Analysis, Jun 2019, Frankfurt, Germany. pp.307-314, ⟨10.1007/978-3-030-21462-3_20⟩. ⟨hal-02195498⟩

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