Lattice-Theoretic Approach to Version Spaces in Qualitative Decision Making

Miguel Couceiro; Tamas Waldhauser

doi:10.1007/978-3-319-17091-6_18

Communication Dans Un Congrès Année : 2015

Lattice-Theoretic Approach to Version Spaces in Qualitative Decision Making

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Miguel Couceiro

Fonction : Auteur
PersonId : 1498
IdHAL : miguel-couceiro
ORCID : 0000-0003-2316-7623
IdRef : 223362395

Knowledge representation, reasonning

Tamas Waldhauser

Fonction : Auteur

University of Szeged [Szeged]

Résumé

We present a lattice-theoretic approach to version spaces in multicriteria preference learning and discuss some complexity aspects. In particular, we show that the description of version spaces in the preference model based on the Sugeno integral is an NP-hard problem, even for simple instances.

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Informatique [cs] Mathématiques [math]

Miguel Couceiro : Connectez-vous pour contacter le contributeur

https://inria.hal.science/hal-01175691

Soumis le : samedi 11 juillet 2015-17:40:03

Dernière modification le : lundi 11 septembre 2023-17:41:18

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hal-01175691 , version 1 (11-07-2015)

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HAL Id : hal-01175691 , version 1
DOI : 10.1007/978-3-319-17091-6_18

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Miguel Couceiro, Tamas Waldhauser. Lattice-Theoretic Approach to Version Spaces in Qualitative Decision Making. Statistical Learning and Data Sciences, Apr 2015, London, United Kingdom. pp.234-238, ⟨10.1007/978-3-319-17091-6_18⟩. ⟨hal-01175691⟩

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Lattice-Theoretic Approach to Version Spaces in Qualitative Decision Making

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