Pattern Structures and Concept Lattices for Data Mining and Knowledge Processing
Identifieur interne : 000689 ( Main/Exploration ); précédent : 000688; suivant : 000690Pattern 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 :
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:
- Espagne, France, Russie
- Auvergne-Rhône-Alpes, Grand Est, Lorraine (région), Rhône-Alpes
- Lyon, Metz, Nancy
- Université Claude Bernard Lyon 1, Université de Lorraine, Université de Lyon
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Le document en format XML
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<front><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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