Amedeo Napoli

Centre National de la Recherche Scientifique — France

Computer Science · Physical Sciences

29h-index3.8kcitations597works0.42yr avg
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Research Topics

Rough Sets and Fuzzy Logic(260), Semantic Web and Ontologies(230), Data Mining Algorithms and Applications(188), Data Management and Algorithms(109), Biomedical Text Mining and Ontologies(87)

Publications597 total

A minimal base or a direct base? That is the question!
International Journal of Approximate Reasoning·2025· 1 citedOpen Access
A Proposal for Building a Compact and Tunable Representation of a Concept Lattice Based on Clustering
Lecture notes in computer science·2025
Atomic Patterns for Efficient Computation with Pattern Structures
Lecture notes in computer science·2025
Discovering a Representative Set of Link Keys in RDF Datasets
Lecture notes in computer science·2024· 1 citedOpen Access
Studying the impact of feature importance and weighted aggregation in tackling process fairness
2024· 1 cited
A minimal base or a direct base? That is the question!
arXiv (Cornell University)·2024Open Access
Clarity: a Deep Ensemble for Visual Counterfactual Explanations
2024Open Access
2023 Activity Report -- Orpailleur Team (LORIA) : Knowledge Discovery and Knowledge Engineering
SPIRE - Sciences Po Institutional REpository·2024Open Access
Document Classification via Stable Graph Patterns and Conceptual AMR Graphs
Lecture notes in computer science·2024· 1 citedOpen Access
Data complexity: An FCA-based approach
International Journal of Approximate Reasoning·2023· 8 citedOpen Access
Proceedings of the 10th International Workshop "What can FCA do for Artificial Intelligence?" (FCA4AI 2023)
SPIRE - Sciences Po Institutional REpository·2023Open Access
Dependency Covers from a FCA Perspective
SPIRE - Sciences Po Institutional REpository·2023Open Access
Constructing Decision Quivers
SPIRE - Sciences Po Institutional REpository·2023Open Access
Discovery of link keys in resource description framework datasets based on pattern structures
International Journal of Approximate Reasoning·2023· 3 citedOpen Access
Discovery of Link Keys in RDF Datasets Based on Pattern Structures
HAL (Le Centre pour la Communication Scientifique Directe)·2023
Three Views on Dependency Covers from an FCA Perspective
Lecture notes in computer science·2023Open Access
Description Quivers for Compact Representation of Concept Lattices and Ensembles of Decision Trees
Lecture notes in computer science·2023Open Access
Clarity: an improved gradient method for producing quality visual counterfactual explanations
arXiv (Cornell University)·2022Open Access
△-Closure Structure for Studying Data Distribution
2022 IEEE International Conference on Data Mining (ICDM)·2022Open Access
Delta-Closure Structure for Studying Data Distribution
arXiv (Cornell University)·2022Open Access
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Frequent Co-authors

Sergei O. Kuznetsov(14), Jean Lieber(10), Mehdi Kaytoue(9), László Szathmáry(7), Petko Valtchev(6), Malika Smaïl‐Tabbone(5), Marie‐Dominique Devignes(5), Aleksey Buzmakov(5), Marianne Huchard(4), Mathieu d’Aquin(4), Sébastien Duplessis(3), Fadi Badra(3), Víctor Codocedo(3), Adrien Coulet(3), Alain Mille(3), Jaume Baixeries(2), Nizar Messaï(2), Robert Godin(2), Rokia Bendaoud(2), Yannick Toussaint(2)