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Amedeo Napoli

35
Documents

Publications

miguel-couceiro
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A Hybrid Approach to Identifying the Most Predictive and Discriminant Features in Supervised Classification Problems

Alexandre Bazin , Miguel Couceiro , Marie-Dominique Devignes , Amedeo Napoli
ICCS 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 Regression

Claire Theobald , Bastien Arcelin , Frédéric Pennerath , Brieuc Conan-Guez , Miguel Couceiro
ECML 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 Data

Guilherme Alves , Maxime Amblard , Fabien Bernier , Miguel Couceiro , Amedeo Napoli
DSAA 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 Analysis

Alexandre Bazin , Miguel Couceiro , Marie-Dominique Devignes , Amedeo Napoli
Concept 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 LimeOut

Guilherme Alves , Vaishnavi Bhargava , Miguel Couceiro , Amedeo Napoli
9th 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 Graphs

Alain Gély , Miguel Couceiro , Laurent Miclet , Amedeo Napoli
CLA 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 study

Pierre Monnin , Emmanuel Bresso , Miguel Couceiro , Malika Smaïl-Tabbone , Amedeo Napoli
ALGOS 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 Fairness

Vaishnavi Bhargava , Miguel Couceiro , Amedeo Napoli
ECML-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 catégorielles

Guilherme Alves , Miguel Couceiro , Amedeo Napoli
EGC 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 Regulation

Claire Theobald , Frédéric Pennerath , Brieuc Conan-Guez , Miguel Couceiro , Amedeo Napoli
Workshop 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 Tuples

Pierre Monnin , Miguel Couceiro , Amedeo Napoli , Adrien Coulet
ICCS 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 Structures

Nyoman Juniarta , Miguel Couceiro , Amedeo Napoli
DS 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 Discovery

Miguel Couceiro , Amedeo Napoli
ICFCA 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 cohérents

Nyoman Juniarta , Miguel Couceiro , Amedeo Napoli
EGC 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 phylogénie

Alain Gély , Miguel Couceiro , Amedeo Napoli
XXVIe 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 Changes

Nyoman Juniarta , Victor Codocedo , Miguel Couceiro , Mehdi Kaytoue , Amedeo Napoli
ICFCA 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 Selection

Guilherme Alves , Miguel Couceiro , Amedeo Napoli
26èmes 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 Trajectories

Nyoman Juniarta , Miguel Couceiro , Amedeo Napoli
BDA 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 Systems

Nyoman Juniarta , Victor Codocedo , Miguel Couceiro , Amedeo Napoli
NFMCP 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 Trajectories

Nyoman Juniarta , Miguel Couceiro , Amedeo Napoli , Chedy Raïssi
SMAP 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 Systems

Nyoman Juniarta , Victor Codocedo , Miguel Couceiro , Amedeo Napoli
SFC 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 Museum

Nyoman Juniarta , Miguel Couceiro , Amedeo Napoli , Chedy Raïssi
CLA 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 Structures

Quentin Brabant , Miguel Couceiro , Amedeo Napoli , Justine Reynaud
International 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 Aggregation

Quentin Brabant , Miguel Couceiro , Fabien Labernia , Amedeo Napoli
International 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 qualitatives

Quentin Brabant , Miguel Couceiro , Fabien Labernia , Amedeo Napoli
16ème 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 trajectories

Nyoman Juniarta , Miguel Couceiro , Amedeo Napoli , Chedy Raïssi
ISWS 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 Patterns

Nyoman Juniarta , Miguel Couceiro , Amedeo Napoli , Chedy Raïssi
APIL 2018 - Annual PhD students conference IAEM Lorraine, Nov 2018, Vandoeuvre-lès-Nancy, France
Poster de conférence hal-01935849v1
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Towards Distributivity in FCA for Phylogenetic Data

Alain Gély , Miguel Couceiro , Amedeo Napoli
Rokia 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 Structures

Nyoman Juniarta , Miguel Couceiro , Amedeo Napoli
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⟩
Chapitre d'ouvrage hal-02181585v1