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- Amedeo Napoli
INRIA, France
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Publication search results
found 341 matches
- 2024
- Aleksey Buzmakov, Egor Dudyrev, Sergei O. Kuznetsov, Tatiana Makhalova, Amedeo Napoli:
Data complexity: An FCA-based approach. Int. J. Approx. Reason. 165: 109084 (2024) - Jaume Baixeries, Amedeo Napoli:
A minimal base or a direct base? That is the question! CoRR abs/2404.12229 (2024) - 2023
- Nacira Abbas, Alexandre Bazin, Jérôme David, Amedeo Napoli:
Discovery of link keys in resource description framework datasets based on pattern structures. Int. J. Approx. Reason. 161: 108978 (2023) - Jaume Baixeries, Víctor Codocedo, Mehdi Kaytoue, Amedeo Napoli:
Three Views on Dependency Covers from an FCA Perspective. ICFCA 2023: 78-94 - Egor Dudyrev, Sergei O. Kuznetsov, Amedeo Napoli:
Description Quivers for Compact Representation of Concept Lattices and Ensembles of Decision Trees. ICFCA 2023: 127-142 - Jaume Baixeries, Víctor Codocedo, Mehdi Kaytoue, Amedeo Napoli:
Dependency Covers from an FCA Perspective. FCA4AI@IJCAI 2023: 57-68 - Egor Dudyrev, Sergei O. Kuznetsov, Amedeo Napoli:
Constructing Decision Quivers. FCA4AI@IJCAI 2023: 57-68 - Sergei O. Kuznetsov, Amedeo Napoli, Sebastian Rudolph:
Proceedings of the 11th International Workshop "What can FCA do for Artificial Intelligence?" co-located with the 32nd International Joint Conference on Artificial Intelligence (IJCAI 2023), Macao, S.A.R. China; August 20, 2023. CEUR Workshop Proceedings 3489, CEUR-WS.org 2023 [contents] - 2022
- Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli:
Mint: MDL-based approach for Mining INTeresting Numerical Pattern Sets. Data Min. Knowl. Discov. 36(1): 108-145 (2022) - Alexandre Bazin, Miguel Couceiro, Marie-Dominique Devignes, Amedeo Napoli:
Steps towards causal Formal Concept Analysis. Int. J. Approx. Reason. 142: 338-348 (2022) - Alain Gély, Miguel Couceiro, Laurent Miclet, Amedeo Napoli:
A study of algorithms relating distributive lattices, median graphs, and Formal Concept Analysis. Int. J. Approx. Reason. 142: 370-382 (2022) - Tatiana Makhalova, Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli:
Introducing the closure structure and the GDPM algorithm for mining and understanding a tabular dataset. Int. J. Approx. Reason. 145: 75-90 (2022) - Pierre Monnin, Chedy Raïssi, Amedeo Napoli, Adrien Coulet:
Discovering alignment relations with Graph Convolutional Networks: A biomedical case study. Semantic Web 13(3): 379-398 (2022) - Nacira Abbas, Alexandre Bazin, Jérôme David, Amedeo Napoli:
A Study of the Discovery and Redundancy of Link Keys Between Two RDF Datasets Based on Partition Pattern Structures. CLA 2022: 175-189 - Aleksey Buzmakov, Egor Dudyrev, Sergei O. Kuznetsov, Tatiana Makhalova, Amedeo Napoli:
Experimental Study of Concise Representations of Concepts and Dependencies. CLA 2022: 117-132 - Aleksey Buzmakov, Sergei O. Kuznetsov, Tatiana Makhalova, Amedeo Napoli:
△-Closure Structure for Studying Data Distribution. ICDM 2022: 867-872 - Jaume Baixeries, Víctor Codocedo, Mehdi Kaytoue, Amedeo Napoli:
Computing Dependencies Using FCA. Complex Data Analytics with Formal Concept Analysis 2022: 135-150 - Alain Gély, Miguel Couceiro, Amedeo Napoli:
Towards Distributivity in FCA for Phylogenetic Data. Complex Data Analytics with Formal Concept Analysis 2022: 225-237 - Evgeny Burnaev, Dmitry I. Ignatov, Sergei Ivanov, Michael Yu. Khachay, Olessia Koltsova, Andrei Kutuzov, Sergei O. Kuznetsov, Natalia V. Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Jari Saramäki, Andrey V. Savchenko, Evgenii Tsymbalov, Elena Tutubalina:
Analysis of Images, Social Networks and Texts - 10th International Conference, AIST 2021, Tbilisi, Georgia, December 16-18, 2021, Revised Selected Papers. Lecture Notes in Computer Science 13217, Springer 2022, ISBN 978-3-031-16499-6 [contents] - Evgeny Burnaev, Dmitry I. Ignatov, Sergei Ivanov, Michael Yu. Khachay, Olessia Koltsova, Andrei Kutuzov, Sergei O. Kuznetsov, Natalia V. Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Jari Saramäki, Andrey V. Savchenko, Evgenii Tsymbalov, Elena Tutubalina:
Recent Trends in Analysis of Images, Social Networks and Texts - 10th International Conference, AIST 2021, Tbilisi, Georgia, December 16-18, 2021, Revised Supplementary Proceedings. Communications in Computer and Information Science 1573, Springer 2022, ISBN 978-3-031-15167-5 [contents] - Sergei O. Kuznetsov, Amedeo Napoli, Sebastian Rudolph:
Proceedings of the 10th International Workshop "What can FCA do for Artificial Intelligence?" co-located with the 31st International Joint Conference on Artificial Intelligence (IJCAI-ECAI 2022), Vienna, Austria, July 23, 2022. CEUR Workshop Proceedings 3233, CEUR-WS.org 2022 [contents] - Aleksey Buzmakov, Egor Dudyrev, Sergei O. Kuznetsov, Tatiana Makhalova, Amedeo Napoli:
Experimental Study of Concise Representations of Concepts and Dependencies. CoRR abs/2205.02464 (2022) - Aleksey Buzmakov, Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli:
Delta-Closure Structure for Studying Data Distribution. CoRR abs/2210.06926 (2022) - Claire Theobald, Frédéric Pennerath, Brieuc Conan-Guez, Miguel Couceiro, Amedeo Napoli:
Clarity: an improved gradient method for producing quality visual counterfactual explanations. CoRR abs/2211.15370 (2022) - 2021
- Guilherme Alves, Maxime Amblard, Fabien Bernier, Miguel Couceiro, Amedeo Napoli:
Reducing Unintended Bias of ML Models on Tabular and Textual Data. DSAA 2021: 1-10 - Nacira Abbas, Jérôme David, Amedeo Napoli:
LKSA : un algorithme de sélection de clés de liage dans des données RDF guidée par des paires de classes. EGC 2021: 205-216 - Alexandre Bazin, Miguel Couceiro, Marie-Dominique Devignes, Amedeo Napoli:
An Approach to Identifying the Most Predictive and Discriminant Features in Supervised Classification Problems. ICCS 2021: 48-56 - Nacira Abbas, Alexandre Bazin, Jérôme David, Amedeo Napoli:
Sandwich: An Algorithm for Discovering Relevant Link Keys in an LKPS Concept Lattice. ICFCA 2021: 243-251 - Nacira Abbas, Alexandre Bazin, Jérôme David, Amedeo Napoli:
Non-Redundant Link Keys in RDF Data: Preliminary Steps. FCA4AI@IJCAI 2021: 125-130 - Aleksey Buzmakov, Sergei O. Kuznetsov, Tatiana Makhalova, Amedeo Napoli:
Data Overview by Means of Delta-Classes of Equivalence. The Case of the Titanic Dataset. FCA4AI@IJCAI 2021: 19-26
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