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Conference Papers Year : 2015

Lattice-Theoretic Approach to Version Spaces in Qualitative Decision Making

Abstract

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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Dates and versions

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

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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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