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Amedeo Napoli
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A study of algorithms relating distributive lattices, median graphs, and Formal Concept AnalysisInternational Journal of Approximate Reasoning, 2022, 142, pp.370-382. ⟨10.1016/j.ijar.2021.12.011⟩
Article dans une revue
hal-03537744v1
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Steps Towards Causal Formal Concept AnalysisInternational Journal of Approximate Reasoning, 2022, 142, pp.338-348. ⟨10.1016/j.ijar.2021.12.007⟩
Article dans une revue
hal-03183755v2
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A Hybrid Approach to Identifying the Most Predictive and Discriminant Features in Supervised Classification ProblemsICCS 2021 - 26th International Conference on Conceptual Structures, Sep 2021, Virtual, France. ⟨10.1007/978-3-030-86982-3_4⟩
Communication dans un congrès
hal-03173406v2
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A Bayesian Convolutional Neural Network for Robust Galaxy Ellipticity RegressionECML PKDD 2021 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2021, Bilbao, Spain. pp.135
Communication dans un congrès
hal-03346500v1
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Reducing Unintended Bias of ML Models on Tabular and Textual DataDSAA 2021 - 8th IEEE International Conference on Data Science and Advanced Analytics, Oct 2021, Porto (virtual event), Portugal. pp.1-10
Communication dans un congrès
hal-03312797v2
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Explaining Multicriteria Decision Making with Formal Concept AnalysisConcept Lattices and Applications 2020, Jun 2020, Tallinn, Estonia
Communication dans un congrès
hal-02909383v2
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Making ML models fairer through explanations: the case of LimeOut9th International Conference on Analysis of Images, Social Networks, and Texts 2020 (AIST 2020), Oct 2020, Moscow, Russia
Communication dans un congrès
hal-02864059v5
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Steps in the Representation of Concept Lattices and Median GraphsCLA 2020 - 15th International Conference on Concept Lattices and Their Applications, Sadok Ben Yahia; Francisco José Valverde Albacete; Martin Trnecka, Jun 2020, Tallinn, Estonia. pp.1-11
Communication dans un congrès
hal-02912312v1
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Tackling scalability issues in mining path patterns from knowledge graphs: a preliminary studyALGOS 2020 - 1st International Conference on Algebras, Graphs and Ordered Sets, Aug 2020, Nancy, France
Communication dans un congrès
hal-02913224v1
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LimeOut: An Ensemble Approach To Improve Process FairnessECML-PKDD International Workshop on eXplainable Knowledge Discovery in Data Mining (XKDD 2020), Sep 2020, Ghent, Belgium. pp.475-491
Communication dans un congrès
hal-02979233v1
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Sélection de mesures de similarité pour les données catégoriellesEGC 2020 - 20ème édition de la conférence Extraction et Gestion des Connaissances, Jan 2020, Bruxelles, Belgique
Communication dans un congrès
hal-02410221v1
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A Bayesian Neural Network based on Dropout RegulationWorkshop on Uncertainty in Machine Learning (WUML) at ECML-PKDD 2020 Conference, Eyke Hüllermeier; Sébastien Destercke, Sep 2020, N.A. (online), France
Communication dans un congrès
hal-03122764v1
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Knowledge-Based Matching of $n$-ary TuplesICCS 2020 - 25th International Conference on Conceptual Structures, Sep 2020, Bolzano / Virtual, Italy. pp.48-56, ⟨10.1007/978-3-030-57855-8_4⟩
Communication dans un congrès
hal-02493067v1
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A Unified Approach to Biclustering Based on Formal Concept Analysis and Interval Pattern StructuresDS 2019 - 22nd International Conference on Discovery Science, Oct 2019, Split, Croatia
Communication dans un congrès
hal-02266200v1
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Elements About Exploratory, Knowledge-Based, Hybrid, and Explainable Knowledge DiscoveryICFCA 2019 - 15th International Conference on Formal Concept Analysis, Jun 2019, Frankfurt, Germany. pp.3-16, ⟨10.1007/978-3-030-21462-3_1⟩
Communication dans un congrès
hal-02195480v1
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Application des Pattern Structures à la découverte de biclusters à changements de signes cohérentsEGC 2019 - 19ème Conférence francophone sur Extraction et Gestion des connaissances, Jan 2019, Metz, France. pp.285-290
Communication dans un congrès
hal-02099607v1
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Analyse de Concepts Formels, distributivité et modèles de graphes médians pour la phylogénieXXVIe Rencontres de la Société Francophone de Classification, INRIA; LORIA; CNRS; Université de Lorraine, Sep 2019, Nancy, France. pp.147
Communication dans un congrès
hal-02912328v1
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Pattern Structures for Identifying Biclusters with Coherent Sign ChangesICFCA 2019 - 15th International Conference on Formal Concept Analysis, Jun 2019, Frankfurt, Germany. pp.1-13
Communication dans un congrès
hal-02166713v1
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Towards a Constrained Clustering Algorithm Selection26èmes Rencontres de la Société Francophone de Classification, SFC 2019 - XXVIe Rencontres de la Société Francophone de Classification, Sep 2019, Nancy, France
Communication dans un congrès
hal-02397436v1
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Sequential Pattern Mining within Formal Concept Analysis for Analyzing Visitor TrajectoriesBDA 2018 - 34ème Conférence sur la Gestion de Données – Principes, Technologies et Applications, Oct 2018, Bucarest, Romania
Communication dans un congrès
hal-02166655v1
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Biclustering Based on FCA and Partition Pattern Structures for Recommendation SystemsNFMCP 2018 - 7th International Workshop on New Frontiers in Mining Complex Patterns, Sep 2018, Dublin, Ireland
Communication dans un congrès
hal-01889384v1
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Sequence Mining within Formal Concept Analysis for Analyzing Visitor TrajectoriesSMAP 2018 - 13th International Workshop on Semantic and Social Media Adaptation and Personalization, Sep 2018, Zaragoza, Spain
Communication dans un congrès
hal-01887927v1
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Biclustering Based on FCA and Partition Pattern Structures for Recommendation SystemsSFC 2018 - XXVèmes Rencontres de la Société Francophone de Classification, Sep 2018, Paris, France
Communication dans un congrès
hal-01889309v1
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Sequential Pattern Mining using FCA and Pattern Structures for Analyzing Visitor Trajectories in a MuseumCLA 2018 - The 14th International Conference on Concept Lattices and Their Applications, Jun 2018, Olomouc, Czech Republic
Communication dans un congrès
hal-01887914v1
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From Meaningful Orderings in the Web of Data to Multi-level Pattern StructuresInternational Symposium on Methodologies for Intelligent Systems, Jun 2017, Warsaw, Poland. pp.622-631
Communication dans un congrès
hal-01544123v1
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A dimensionality Reduction Approach for Qualitative Preference AggregationInternational Symposium on Aggregation and Structures (ISAS 2016), Jul 2016, Luxembourg, Luxembourg
Communication dans un congrès
hal-02074061v1
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Une approche de réduction de dimensionnalité pour l'agrégation de préférences qualitatives16ème Journées Francophones Extraction et Gestion des Connaissances, EGC 2016, Jan 2016, Reims, France. pp.345-350
Communication dans un congrès
hal-01404913v1
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Sequential pattern mining for analyzing visitor trajectoriesISWS 2018 - International Semantic Web Research Summer School 2018, Jul 2018, Bertinoro, Italy
Poster de conférence
hal-01890429v1
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Application of Biclustering to the Discovery of Constant and Gradual PatternsAPIL 2018 - Annual PhD students conference IAEM Lorraine, Nov 2018, Vandoeuvre-lès-Nancy, France
Poster de conférence
hal-01935849v1
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Proceedings of the First International Conference "Algebras, graphs and ordered sets" (ALGOS 2020) Online (originally planned in Nancy, France), August 26-28, 2020.CEUR Workshop Proceedings, 2925, 2021, Proceedings of the First International Conference "Algebras, graphs and ordered sets", ALGOS 2020, ISSN 1613-0073
Ouvrages
hal-03540207v1
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Towards Distributivity in FCA for Phylogenetic DataRokia Missaoui, Leonard Kwuida, Talel Abdessalem. Complex Data Analysis with Formal Concept Analysis, Springer, inPress, Complex Data Analysis with Formal Concept Analysis
Chapitre d'ouvrage
hal-03537989v1
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Order-preserving Biclustering Based on FCA and Pattern StructuresAnnalisa 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⟩
Chapitre d'ouvrage
hal-02181585v1
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FixOut: an ensemble approach to fairer models2020
Pré-publication, Document de travail
hal-03033181v1
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Similarity Measure Selection for Categorical Data Clustering2019
Pré-publication, Document de travail
hal-02399640v1
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Formal Concept Analysis for Identifying Biclusters with Coherent Sign Changes2019
Pré-publication, Document de travail
hal-02181600v1
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