Amedeo Napoli

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 120

Top Venues

Henri Poincaré University, Nancy, France (PHD)

Education History

Henri Poincaré University, Nancy, France

PHD

Publications

Aleksey Buzmakov, Egor Dudyrev, Sergei O. Kuznetsov, Tatiana Makhalova, Amedeo Napoli
Data complexity: An FCA-based approach. Int. J. Approx. Reason. 165 (2024)
Jaume Baixeries, Víctor Codocedo, Mehdi Kaytoue, Amedeo Napoli
Three Views on Dependency Covers from an FCA Perspective. ICFCA (2023)
Jaume Baixeries, Víctor Codocedo, Mehdi Kaytoue, Amedeo Napoli
Dependency Covers from an FCA Perspective. FCA4AI@IJCAI (2023)
Egor Dudyrev, Sergei O. Kuznetsov, Amedeo Napoli
Constructing Decision Quivers. FCA4AI@IJCAI (2023)
Egor Dudyrev, Sergei O. Kuznetsov, Amedeo Napoli
Description Quivers for Compact Representation of Concept Lattices and Ensembles of Decision Trees. ICFCA (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 (2023)
Aleksey Buzmakov, Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
Delta-Closure Structure for Studying Data Distribution. CoRR (2022)
Aleksey Buzmakov, Egor Dudyrev, Sergei O. Kuznetsov, Tatiana Makhalova, Amedeo Napoli
Experimental Study of Concise Representations of Concepts and Dependencies. CoRR (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 (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)
Aleksey Buzmakov, Egor Dudyrev, Sergei O. Kuznetsov, Tatiana Makhalova, Amedeo Napoli
Experimental Study of Concise Representations of Concepts and Dependencies. CLA (2022)
Alexandre Bazin, Miguel Couceiro, Marie-Dominique Devignes, Amedeo Napoli
Steps towards causal Formal Concept Analysis. Int. J. Approx. Reason. 142 (2022)
Claire Theobald, Frédéric Pennerath, Brieuc Conan-Guez, Miguel Couceiro, Amedeo Napoli
Clarity: an improved gradient method for producing quality visual counterfactual explanations. CoRR (2022)
Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
Mint: MDL-based approach for Mining INTeresting Numerical Pattern Sets. Data Min. Knowl. Discov. 36 (1) (2022)
Tatiana Makhalova, Aleksey V. 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 (2022)
Pierre Monnin, Chedy Raïssi, Amedeo Napoli, Adrien Coulet
Discovering alignment relations with Graph Convolutional Networks: A biomedical case study. Semantic Web 13 (3) (2022)
Aleksey Buzmakov, Sergei O. Kuznetsov, Tatiana Makhalova, Amedeo Napoli
△-Closure Structure for Studying Data Distribution. ICDM (2022)
Nacira Abbas, Alexandre Bazin, Jérôme David, Amedeo Napoli
Non-Redundant Link Keys in RDF Data: Preliminary Steps. FCA4AI@IJCAI (2021)
Claire Theobald, Frédéric Pennerath, Brieuc Conan-Guez, Miguel Couceiro, Amedeo Napoli
A Bayesian Neural Network based on Dropout Regulation. CoRR (2021)
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)
Guilherme Alves, Maxime Amblard, Fabien Bernier, Miguel Couceiro, Amedeo Napoli
Reducing Unintended Bias of ML Models on Tabular and Textual Data. CoRR (2021)
Guilherme Alves, Maxime Amblard, Fabien Bernier, Miguel Couceiro, Amedeo Napoli
Reducing Unintended Bias of ML Models on Tabular and Textual Data. DSAA (2021)
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)
Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
Likely-Occurring Itemsets for Pattern Mining. FCA4AI@IJCAI (2021)
Nacira Abbas, Alexandre Bazin, Jérôme David, Amedeo Napoli
Sandwich: An Algorithm for Discovering Relevant Link Keys in an LKPS Concept Lattice. ICFCA (2021)
Claire Theobald, Bastien Arcelin, Frédéric Pennerath, Brieuc Conan-Guez, Miguel Couceiro, Amedeo Napoli
A Bayesian Convolutional Neural Network for Robust Galaxy Ellipticity Regression. ECML/PKDD (5) (2021)
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)
Claire Theobald, Bastien Arcelin, Frédéric Pennerath, Brieuc Conan-Guez, Miguel Couceiro, Amedeo Napoli
A Bayesian Convolutional Neural Network for Robust Galaxy Ellipticity Regression. CoRR (2021)
Manuel Atencia, Jérôme David, Jérôme Euzenat, Amedeo Napoli, Jérémy Vizzini
Link key candidate extraction with relational concept analysis. Discret. Appl. Math. 273 (2020)
Pierre Monnin, Emmanuel Bresso, Miguel Couceiro, Malika Smaïl-Tabbone, Amedeo Napoli, Adrien Coulet
Tackling scalability issues in mining path patterns from knowledge graphs: a preliminary study. ALGOS (2020)
Pierre Monnin, Miguel Couceiro, Amedeo Napoli, Adrien Coulet
Knowledge-Based Matching of n-ary Tuples. ICCS (2020)
Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
Discovery data topology with the closure structure. Theoretical and practical aspects. CoRR (2020)
Vaishnavi Bhargava, Miguel Couceiro, Amedeo Napoli
LimeOut: An Ensemble Approach To Improve Process Fairness. CoRR (2020)
Pierre Monnin, Miguel Couceiro, Amedeo Napoli, Adrien Coulet
Knowledge Reconciliation of n-ary Relations. CoRR (2020)
Guilherme Alves, Vaishnavi Bhargava, Miguel Couceiro, Amedeo Napoli
Making ML Models Fairer Through Explanations: The Case of LimeOut. AIST (2020)
Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
Gradual Discovery with Closure Structure of a Concept Lattice. CLA (2020)
Pierre Monnin, Emmanuel Bresso, Miguel Couceiro, Malika Smaïl-Tabbone, Amedeo Napoli, Adrien Coulet
Tackling scalability issues in mining path patterns from knowledge graphs: a preliminary study. CoRR (2020)
Guilherme Alves, Vaishnavi Bhargava, Miguel Couceiro, Amedeo Napoli
Making ML models fairer through explanations: the case of LimeOut. CoRR (2020)
Jaume Baixeries, Víctor Codocedo, Mehdi Kaytoue, Amedeo Napoli
Building a Representation Context Based on Attribute Exploration Algorithms. FCA4AI@ECAI (2020)
Vaishnavi Bhargava, Miguel Couceiro, Amedeo Napoli
LimeOut: An Ensemble Approach to Improve Process Fairness. PKDD/ECML Workshops (2020)
Amedeo Napoli, Miguel Couceiro, Guilherme Alves
Sélection de mesures de similarité pour la classification de données catégorielles. EGC (2020)
Alexandre Bazin, Miguel Couceiro, Marie-Dominique Devignes, Amedeo Napoli
Explaining Multicriteria Decision Making with Formal Concept Analysis. CLA (2020)
Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
Adaptive Multi-model Approaches to Pattern Set Mining. STAIRS@ECAI (2020)
Nacira Abbas, Jérôme David, Amedeo Napoli
Discovery of Link Keys in RDF Data Based on Pattern Structures: Preliminary Steps. CLA (2020)
Alain Gély, Miguel Couceiro, Laurent Miclet, Amedeo Napoli
Steps in the Representation of Concept Lattices and Median Graphs. CLA (2020)
Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
Mint: MDL-based approach for Mining INTeresting Numerical Pattern Sets. CoRR (2020)
Dhouha Grissa, Blandine Comte, Mélanie Pétéra, Estelle Pujos-Guillot, Amedeo Napoli
A hybrid and exploratory approach to knowledge discovery in metabolomic data. Discret. Appl. Math. 273 (2020)
Pierre Monnin, Chedy Raïssi, Amedeo Napoli, Adrien Coulet
Rediscovering alignment relations with Graph Convolutional Networks. CoRR (2020)
Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
Closure Structure: a Deeper Insight. FCA4AI@ECAI (2020)
Manuel Atencia, Jérôme David, Jérôme Euzenat, Amedeo Napoli, Jerome Vizzini
A Guided Walk into Link Key Candidate Extraction with Relational Concept Analysis. JT@ISWC (2019)
Tatiana P. Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
Numerical Pattern Mining Through Compression. DCC (2019)
Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
On Coupling FCA and MDL in Pattern Mining. ICFCA (2019)
Justine Reynaud, Yannick Toussaint, Amedeo Napoli
Using Redescriptions and Formal Concept Analysis for Mining Definitions in Linked Data. ICFCA (2019)
Pierre Monnin, Joël Legrand, Graziella Husson, Patrice Ringot, Andon Tchechmedjiev, Clément Jonquet, Amedeo Napoli, Adrien Coulet
PGxO and PGxLOD: a reconciliation of pharmacogenomic knowledge of various provenances, enabling further comparison. BMC Bioinform. (4) (2019)
Pierre Monnin, Chedy Raïssi, Amedeo Napoli, Adrien Coulet
Knowledge Reconciliation with Graph Convolutional Networks: Preliminary Results. DL4KG@ESWC (2019)
Nacira Abbas, Jérôme David, Amedeo Napoli
Linkex: A Tool for Link Key Discovery Based on Pattern Structures. ICFCA (Supplements) (2019)
Víctor Codocedo, Jaume Baixeries, Mehdi Kaytoue, Amedeo Napoli
Sampling Representation Contexts with Attribute Exploration. ICFCA (2019)
Miguel Couceiro, Amedeo Napoli
Elements About Exploratory, Knowledge-Based, Hybrid, and Explainable Knowledge Discovery. ICFCA (2019)
Nyoman Juniarta, Miguel Couceiro, Amedeo Napoli
A Unified Approach to Biclustering Based on Formal Concept Analysis and Interval Pattern Structure. DS (2019)
Nyoman Juniarta, Víctor Codocedo, Miguel Couceiro, Mehdi Kaytoue, Amedeo Napoli
Pattern Structures for Identifying Biclusters with Coherent Sign Changes. ICFCA (Supplements) (2019)
Justine Reynaud, Yannick Toussaint, Amedeo Napoli
Redescription Mining for Learning Definitions and Disjointness Axioms in Linked Open Data. ICCS (2019)
Nyoman Juniarta, Miguel Couceiro, Amedeo Napoli
Application des Pattern Structures à la découverte de biclusters à changements de signes cohérents. EGC (2019)
Nyoman Juniarta, Miguel Couceiro, Amedeo Napoli, Chedy Raïssi
Sequence Mining within Formal Concept Analysis for Analyzing Visitor Trajectories. SMAP (2018)
Justine Reynaud, Yannick Toussaint, Amedeo Napoli
Three Approaches for Mining Definitions from Relational Data in the Web of Data. FCA4AI@IJCAI (2018)
Tatiana P. Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
A First Study on What MDL Can Do for FCA. CLA (2018)
Alain Gély, Miguel Couceiro, Amedeo Napoli
Steps Towards Achieving Distributivity in Formal Concept Analysis. CLA (2018)
Alain Gély, Miguel Couceiro, Yassine Namir, Amedeo Napoli
Contribution à l'étude de la distributivité d'un treillis de concepts. EGC (2018)
Nyoman Juniarta, Miguel Couceiro, Amedeo Napoli, Chedy Raïssi
Sequential Pattern Mining using FCA and Pattern Structures for Analyzing Visitor Trajectories in a Museum. CLA (2018)
Nyoman Juniarta, Víctor Codocedo, Miguel Couceiro, Amedeo Napoli
Biclustering Based on FCA and Partition Pattern Structures for Recommendation Systems. FCA4AI@IJCAI (2018)
Jaume Baixeries, Víctor Codocedo, Mehdi Kaytoue, Amedeo Napoli
Characterizing approximate-matching dependencies in formal concept analysis with pattern structures. Discret. Appl. Math. 249 (2018)
Víctor Codocedo, Jaume Baixeries, Mehdi Kaytoue, Amedeo Napoli
Characterizing Covers of Functional Dependencies using FCA. CLA (2018)
Justine Reynaud, Esther Galbrun, Mehwish Alam, Yannick Toussaint, Amedeo Napoli
Définir les catégories de DBpédia avec des règles d'associations et des redescriptions. EGC (2018)
Justine Reynaud, Yannick Toussaint, Amedeo Napoli
Trois approches pour classifier les données du web des données(Three approaches for classifying data from web of data). CNIA+RJCIA (2018)
Mehwish Alam, Aleksey Buzmakov, Amedeo Napoli
Exploratory knowledge discovery over Web of Data. Discret. Appl. Math. 249 (2018)
Pierre Monnin, Amedeo Napoli, Adrien Coulet
Combining Concept Annotation and Pattern Structures for Guiding Ontology Mapping. FCA4AI@IJCAI (2018)
Tatiana P. Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
MDL for FCA: Is There a Place for Background Knowledge? FCA4AI@IJCAI (2018)
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
Efficient Mining of Subsample-Stable Graph Patterns. ICDM (2017)
Pierre Monnin, Mario Lezoche, Amedeo Napoli, Adrien Coulet
Using Formal Concept Analysis for Checking the Structure of an Ontology in LOD: The Example of DBpedia. ISMIS (2017)
Younes Abid, Abdessamad Imine, Amedeo Napoli, Chedy Raïssi, Michaël Rusinowitch
Two-Phase Preference Disclosure in Attributed Social Networks. DEXA (1) (2017)
Justine Reynaud, Mehwish Alam, Yannick Toussaint, Amedeo Napoli
A Proposal for Classifying the Content of the Web of Data Based on FCA and Pattern Structures. ISMIS (2017)
Quentin Brabant, Miguel Couceiro, Amedeo Napoli, Justine Reynaud
From Meaningful Orderings in the Web of Data to Multi-level Pattern Structures. ISMIS (2017)
Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli
Mining Best Closed Itemsets for Projection-antimonotonic Constraints in Polynomial Time. CoRR (2017)
Víctor Codocedo, Guillaume Bosc, Mehdi Kaytoue, Jean-François Boulicaut, Amedeo Napoli
A Proposition for Sequence Mining Using Pattern Structures. ICFCA (2017)
Pierre Monnin, Clément Jonquet, Joël Legrand, Amedeo Napoli, Adrien Coulet
PGxO: A very lite ontology to reconcile pharmacogenomic knowledge units. PeerJ Prepr. 5 (2017)
Víctor Codocedo, Jaume Baixeries, Mehdi Kaytoue, Amedeo Napoli
Characterization of Order-like Dependencies with Formal Concept Analysis. CLA (2016)
Aleksey Buzmakov, Elias Egho, Nicolas Jay, Sergei O. Kuznetsov, Amedeo Napoli, Chedy Raïssi
On mining complex sequential data by means of FCA and pattern structures. Int. J. Gen. Syst. 45 (2) (2016)
Aleksey Buzmakov, Amedeo Napoli
On Scaling of Fuzzy FCA to Pattern Structures. CLA (2016)
Mehwish Alam, Thi Nhu Nguyen Le, Amedeo Napoli
LatViz: A New Practical Tool for Performing Interactive Exploration over Concept Lattices. CLA (2016)
Justine Reynaud, Yannick Toussaint, Amedeo Napoli
Contribution to the Classification of Web of Data Based on Formal Concept Analysis. FCA4AI@ECAI (2016)
Víctor Codocedo, Jaume Baixeries, Mehdi Kaytoue, Amedeo Napoli
Characterization of Order-like Dependencies with Formal Concept Analysis. FCA4AI@ECAI (2016)
Quentin Brabant, Miguel Couceiro, Fabien Labernia, Amedeo Napoli
Une approche de réduction de dimensionnalité pour l'agrégation de préférences qualitatives. EGC (2016)
My Thao Tang, Aleksey Buzmakov, Yannick Toussaint, Amedeo Napoli
Building a Domain Knowledge Model Based on a Concept Lattice Integrating Expert Constraints. CLA (2016)
Mehwish Alam, Thi Nhu Nguyen Le, Amedeo Napoli
Steps Towards Interactive Formal Concept Analysis with LatViz. FCA4AI@ECAI (2016)
Dhouha Grissa, Blandine Comte, Estelle Pujos-Guillot, Amedeo Napoli
A Hybrid Data Mining Approach for the Identification of Biomarkers in Metabolomic Data. CLA (2016)
Younes Abid, Abdessamad Imine, Amedeo Napoli, Chedy Raïssi, Marc Rigolot, Michaël Rusinowitch
Analyse d'activité et exposition de la vie privée sur les médias sociaux. EGC (2016)
Dhouha Grissa, Blandine Comte, Estelle Pujos-Guillot, Amedeo Napoli
Combinaison de méthodes numériques et symboliques pour l'analyse de données métabolomiques. EGC (2016)
Aleksey Buzmakov, Amedeo Napoli
How Fuzzy FCA and Pattern Structures are Connected? FCA4AI@ECAI (2016)
Pierre-Edouard Osche, Sylvain Castagnos, Amedeo Napoli, Yannick Naudet
Walk the line: Toward an efficient user model for recommendations in museums. SMAP (2016)
Dhouha Grissa, Blandine Comte, Estelle Pujos-Guillot, Amedeo Napoli
A Hybrid Knowledge Discovery Approach for Mining Predictive Biomarkers in Metabolomic Data. ECML/PKDD (1) (2016)
Younes Abid, Abdessamad Imine, Amedeo Napoli, Chedy Raïssi, Michaël Rusinowitch
Online Link Disclosure Strategies for Social Networks. CRiSIS (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Amedeo Napoli