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Delta-Closure Structure for Studying Data DistributionIEEE International Conference on Data Mining, ICDM 2022, Orlando, FL, USA, November 28 - Dec. 1, 2022, Xingquan Zhu, Sanjay Ranka, My T. Thai, Takashi Washio, and Xindong Wu editors, Nov 2022, Orlando, FL, USA, United States. ⟨10.1109/ICDM54844.2022.00099⟩
Conference papers
hal-04055185v1
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A study of the discovery and redundancy of link keys between two RDF datasets based on partition pattern structuresCLA 2022 - 16th International Conference on Concept Lattices and Their Applications, Jun 2022, Tallinn, Estonia. pp.175-189
Conference papers
hal-03933868v1
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Contributions to Link Key Discovery in RDF DatasetsSFC 2022 - 27e Rencontres de la Société Francophone de Classification, Sep 2022, Université Lumière - Lyon 2, France
Conference papers
hal-04055171v1
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Experimental Study of Concise Representations of Concepts and DependenciesCLA 2022 - The 16th International Conference on Concept Lattices and Their Applications, Jun 2022, Tallinn, Estonia. pp.117-132
Conference papers
hal-03971671v1
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Combiner plongements de graphes et clustering pour l'alignement de connaissances pharmacogénomiquesSanté & IA 2022 - Journée Santé et Intelligence Artificielle (Evènement affilié à PFIA 2022), Jun 2022, Saint-Etienne, France
Conference papers
hal-03754776v1
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Sandwich: An Algorithm for Discovering Relevant Link Keys in an LKPS Concept LatticeICFCA 2021 - 16th international conference on formal concept analysis, Jun 2021, Strasbourg /Virtuel, France. pp.243-251, ⟨10.1007/978-3-030-77867-5_15⟩
Conference papers
hal-03426543v1
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Exploring the Dataset Structure by Means of Delta-Classes of Equivalence. The Case of the Titanic DatasetFCA4AI 2021 - 9th Workshop on What can FCA do for Artificial Intelligence?, Aug 2021, Montréal/Online, Canada
Conference papers
hal-03437634v1
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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
Conference papers
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
Conference papers
hal-03312797v2
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LKSA : un algorithme de sélection de clés de liage dans des données RDF guidée par des paires de classesEGC 2021 - 21ème édition de la conférence "Extraction et Gestion des Connaissances", Jan 2021, Montpellier, France. pp.205-216
Conference papers
hal-03512110v1
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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⟩
Conference papers
hal-03173406v2
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Non-Redundant Link Keys in RDF Data: Preliminary StepsFCA4AI 2021 - 9th Workshop on What can FCA do for Artificial Intelligence?, Aug 2021, Montréal/Online, Canada. pp.1-6
Conference papers
hal-03482955v1
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Likely-Occurring Itemsets for Pattern MiningFCA4AI 2021 - 9th Workshop on What can FCA do for Artificial Intelligence?, Aug 2021, Montréal/Online, Canada
Conference papers
hal-03437638v1
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Building a Representation Context Based on Attribute Exploration AlgorithmsFCA4AI 2020 - 8th International Workshop "What can {FCA} do for Artificial Intelligence?", Sergei O. Kuznetsov; Amedeo Napoli; Sebastian Rudolph, Aug 2020, Santiago de Compostela/Virtual, Spain. pp.141--152
Conference papers
hal-03122343v1
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Closure Structure: a Deeper InsightThe 8th International Workshop "What can FCA do for Artificial Intelligence?", Aug 2020, Santiago de Compostela, Spain
Conference papers
hal-03121356v1
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Gradual Discovery with Closure Structure of a Concept LatticeThe 15th International Conference on Concept Lattices and Their Applications, Jun 2020, Tallinn, Estonia
Conference papers
hal-02915309v1
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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
Conference papers
hal-03122764v1
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Adaptive Multi-model Approaches to Pattern Set MiningEuropean Starting AI Researchers' Symposium 2020, Aug 2020, Santiago Compostela, Spain
Conference papers
hal-02953084v1
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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⟩
Conference papers
hal-02493067v1
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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
Conference papers
hal-02912312v1
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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
Conference papers
hal-02864059v5
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Discovery of Link Keys in RDF Data Based on Pattern Structures: Preliminary StepsCLA 2020 - The 15th International Conference on Concept Lattices and Their Applications, Jun 2020, Tallinn / Virtual, Estonia
Conference papers
hal-02921643v1
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