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hal-01271837v1  Book sections
Béatrice FuchsJean LieberLaurent MicletAlain MilleAmedeo Napoli et al.  Raisonnement à partir de cas, raisonnement et apprentissage par analogie, gradualité et interpolation
Pierre Marquis; Odile Papini; Henri Prade. Panorama de l’intelligence artificielle. Ses bases méthodologiques, ses développements, Cépaduès, pp.239-263, 2014
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inria-00600232v1  Conference papers
Mehdi KaytoueFlorent MarcuolaAmedeo NapoliLaszlo SzathmaryJean Villerd. The Coron System
8th International Conference on Formal Concept Analsis - ICFCA 2010, Mar 2010, Agadir, Morocco. pp.55--58
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hal-02074061v1  Conference papers
Quentin BrabantMiguel CouceiroFabien LaberniaAmedeo Napoli. A dimensionality Reduction Approach for Qualitative Preference Aggregation
International Symposium on Aggregation and Structures (ISAS 2016), Jul 2016, Luxembourg, Luxembourg
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hal-02181585v1  Book sections
Nyoman JuniartaMiguel CouceiroAmedeo Napoli. Order-preserving Biclustering Based on FCA and Pattern Structures
Annalisa Appice; Michelangelo Ceci; Corrado Loglisci; Giuseppe Manco; Elio Masciari; Zbigniew W. Ras. Complex Pattern Mining: New Challenges, Methods and Applications, Springer Series on Studies in Computational Intelligence, pp.47-62, 2019, 978-3-030-36617-9. ⟨10.1007/978-3-030-36617-9_4⟩
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hal-02195498v1  Conference papers
Victor CodocedoJaume BaixeriesMehdi KaytoueAmedeo Napoli. Sampling Representation Contexts with Attribute Exploration
ICFCA 2019 - 15th International Conference on Formal Concept Analysis, Jun 2019, Frankfurt, Germany. pp.307-314, ⟨10.1007/978-3-030-21462-3_20⟩
inria-00600212v1  Conference papers
Mehdi KaytoueSébastien DuplessisAmedeo Napoli. Using Formal Concept Analysis for the Extraction of Groups of Co-expressed Genes
Modelling, Computation and Optimization in Information Systems and Management Sciences, Sep 2008, Metz, France. pp.439-449, ⟨10.1007/978-3-540-87477-5_47⟩
inria-00600224v1  Conference papers
Mehdi KaytoueSébastien DuplessisAmedeo Napoli. Toward the discovery of itemsets with significant variations in gene expression matrices
First joint meeting of the Société Francophone de Classification and the Classification and Data Analysis Group of the Italian Statistical Society - SFC - CLADAG 2008, Jun 2008, Caserta, Italy
inria-00600200v1  Conference papers
Mehdi KaytoueSébastien DuplessisSergei KuznetsovAmedeo Napoli. Two FCA-Based Methods for Mining Gene Expression Data
Formal Concept Analysis, 7th International Conference, ICFCA 2009, Apr 2009, Darmstadt, Germany. pp.251-266, ⟨10.1007/978-3-642-01815-2_19⟩
inria-00600233v1  Book sections
Mehdi KaytoueSébastien DuplessisAmedeo Napoli. Toward the Discovery of Itemsets with Significant Variations in Gene Expression Matrices
Fichet, Bernard and Piccolo, Domenico and Verde, Rosanna and Vichi, Maurizio. Classification and Multivariate Analysis for Complex Data Structures, Springer Berlin Heidelberg, pp.463--471, 2011, Studies in Classification, Data Analysis, and Knowledge Organization, 978-3-642-13312-1. ⟨10.1007/978-3-642-13312-1_49⟩
inria-00600217v1  Conference papers
Mehdi KaytoueSébastien DuplessisAmedeo Napoli. L'analyse formelle de concepts pour l'extraction de connaissances dans les données d'expression de gènes
Extraction et gestion des connaissances, Jan 2009, Strasbourg, France. pp.439-440
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inria-00584371v1  Conference papers
Mehdi KaytoueSergei KuznetsovAmedeo Napoli. Revisiting Numerical Pattern Mining with Formal Concept Analysis
Twenty second International Joint Conference on Artificial Intelligence - IJCAI 2011, Jul 2011, Barcelona, Spain
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inria-00189423v1  Conference papers
Laszlo SzathmaryAmedeo NapoliSergei Kuznetsov. ZART: A Multifunctional Itemset Mining Algorithm
5th International Conference on Concept Lattices and Their Applications (CLA '07), Oct 2007, Montpellier, France. pp.26--37
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hal-02166655v1  Conference papers
Nyoman JuniartaMiguel CouceiroAmedeo Napoli. Sequential Pattern Mining within Formal Concept Analysis for Analyzing Visitor Trajectories
BDA 2018 - 34ème Conférence sur la Gestion de Données – Principes, Technologies et Applications, Oct 2018, Bucarest, Romania
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hal-01887927v1  Conference papers
Nyoman JuniartaMiguel CouceiroAmedeo NapoliChedy Raïssi. Sequence Mining within Formal Concept Analysis for Analyzing Visitor Trajectories
SMAP 2018 - 13th International Workshop on Semantic and Social Media Adaptation and Personalization, Sep 2018, Zaragoza, Spain
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hal-02864059v5  Conference papers
Guilherme AlvesVaishnavi BhargavaMiguel CouceiroAmedeo Napoli. Making ML models fairer through explanations: the case of LimeOut
9th International Conference on Analysis of Images, Social Networks, and Texts 2020 (AIST 2020), Oct 2020, Moscow, Russia
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hal-01186715v1  Journal articles
Aleksey BuzmakovElias EghoNicolas JaySergei KuznetsovAmedeo Napoli et al.  On Mining Complex Sequential Data by Means of FCA and Pattern Structures
International Journal of General Systems, Taylor & Francis, 2016, 45 (2), pp.135-159. ⟨10.1080/03081079.2015.1072925⟩
inria-00600234v1  Journal articles
Zainab AssaghirMehdi KaytoueHenri PradeAmedeo Napoli. Fusion de données imparfaites en utilisant l'analyse formelle de concepts
Revue des Nouvelles Technologies de l'Information, Editions RNTI, 2010, Fouille de données complexes - Complexité liée aux données multiples
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hal-01422050v1  Conference papers
Dhouha GrissaBlandine ComteEstelle Pujos-GuillotAmedeo Napoli. A Hybrid Approach for Mining Metabolomic Data
FCA4AI - 5th Workshop "What can FCA do for Artificial Intelligence?", Aug 2016, La Haye, Netherlands
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hal-01186213v1  Conference papers
Martín BarrèreGustavo BetarteVictor CodocedoMarcelo RodríguezHernán Astudillo et al.  Machine-assisted Cyber Threat Analysis using Conceptual Knowledge Discovery
FCA4AI 2015 - Workshop What can FCA do for Artificial Intelligence?, Jul 2015, Buenos Aires, Argentina. pp.75 - 85
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hal-03122350v1  Conference papers
Amedeo Napoli. FCA and Knowledge Discovery (Tutorial)
ICCS 2020 - 25th International Conference on Conceptual Structures, Sep 2020, Bolzano/ Virtual, Italy. ⟨10.1007/978-3-030-57855-8⟩
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hal-02979233v1  Conference papers
Vaishnavi BhargavaMiguel CouceiroAmedeo Napoli. LimeOut: An Ensemble Approach To Improve Process Fairness
ECML-PKDD International Workshop on eXplainable Knowledge Discovery in Data Mining (XKDD 2020), Sep 2020, Ghent, Belgium. pp.475-491
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hal-02493067v1  Conference papers
Pierre MonninMiguel CouceiroAmedeo NapoliAdrien Coulet. Knowledge-Based Matching of $n$-ary Tuples
ICCS 2020 - 25th International Conference on Conceptual Structures, Sep 2020, Bolzano / Virtual, Italy. pp.48-56, ⟨10.1007/978-3-030-57855-8_4⟩
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hal-02918958v1  Directions of work or proceedings
Miguel CouceiroPierre MonninAmedeo Napoli. Proceedings of the 1st International Conference on Algebras, Graphs and Ordered Sets (ALGOS 2020)
Miguel Couceiro; Pierre Monnin; Amedeo Napoli. 1st International Conference on Algebras, Graphs and Ordered Sets (ALGOS 2020), Aug 2020, Nancy, France. 2020, Proceedings of the 1st International Conference on Algebras, Graphs and Ordered Sets (ALGOS 2020)
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hal-02913224v1  Conference papers
Pierre MonninEmmanuel BressoMiguel CouceiroMalika Smaïl-TabboneAmedeo Napoli et al.  Tackling scalability issues in mining path patterns from knowledge graphs: a preliminary study
ALGOS 2020 - 1st International Conference on Algebras, Graphs and Ordered Sets, Aug 2020, Nancy, France