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Pattern Structures and Concept Lattices for Data Mining and Knowledge Processing

Identifieur interne : 000689 ( Main/Exploration ); précédent : 000688; suivant : 000690

Pattern Structures and Concept Lattices for Data Mining and Knowledge Processing

Auteurs : Mehdi Kaytoue [France] ; Victor Codocedo [France] ; Aleksey Buzmakov [France] ; Jaume Baixeries [Espagne] ; Sergei O. Kuznetsov [Russie] ; Amedeo Napoli [France]

Source :

RBID : Hal:hal-01188637

Abstract

This article aims at presenting recent advances in Formal Concept Analysis (2010-2015), especially when the question is dealing with complex data (numbers, graphs, sequences, etc.) in domains such as databases (functional dependencies), data-mining (local pattern discovery), information retrieval and information fusion. As these advances are mainly published in artificial intelligence and FCA dedicated venues, a dissemination towards data mining and machine learning is worthwhile.

Url:
DOI: 10.1007/978-3-319-23461-8_19


Affiliations:


Links toward previous steps (curation, corpus...)


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<div type="abstract" xml:lang="en">This article aims at presenting recent advances in Formal Concept Analysis (2010-2015), especially when the question is dealing with complex data (numbers, graphs, sequences, etc.) in domains such as databases (functional dependencies), data-mining (local pattern discovery), information retrieval and information fusion. As these advances are mainly published in artificial intelligence and FCA dedicated venues, a dissemination towards data mining and machine learning is worthwhile.</div>
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<name sortKey="Kaytoue, Mehdi" sort="Kaytoue, Mehdi" uniqKey="Kaytoue M" first="Mehdi" last="Kaytoue">Mehdi Kaytoue</name>
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<name sortKey="Buzmakov, Aleksey" sort="Buzmakov, Aleksey" uniqKey="Buzmakov A" first="Aleksey" last="Buzmakov">Aleksey Buzmakov</name>
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<name sortKey="Napoli, Amedeo" sort="Napoli, Amedeo" uniqKey="Napoli A" first="Amedeo" last="Napoli">Amedeo Napoli</name>
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<name sortKey="Baixeries, Jaume" sort="Baixeries, Jaume" uniqKey="Baixeries J" first="Jaume" last="Baixeries">Jaume Baixeries</name>
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<country name="Russie">
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<name sortKey="Kuznetsov, Sergei O" sort="Kuznetsov, Sergei O" uniqKey="Kuznetsov S" first="Sergei O." last="Kuznetsov">Sergei O. Kuznetsov</name>
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