| 2024 | EKAW | Discovering a Representative Set of Link Keys in RDF Datasets. | Nacira Abbas, Alexandre Bazin, Jrme David, Amedeo Napoli |
| 2024 | ESANN | Clarity: a Deep Ensemble for Visual Counterfactual Explanations. | Claire Theobald, Frdric Pennerath, Brieuc Conan-Guez, Miguel Couceiro, Amedeo Napoli |
| 2023 | ICFCA | Three Views on Dependency Covers from an FCA Perspective. | Jaume Baixeries, Vctor Codocedo, Mehdi Kaytoue, Amedeo Napoli |
| 2023 | ICFCA | Description Quivers for Compact Representation of Concept Lattices and Ensembles of Decision Trees. | Egor Dudyrev, Sergei O. Kuznetsov, Amedeo Napoli |
| 2023 | IJCAI | Dependency Covers from an FCA Perspective. | Jaume Baixeries, Vctor Codocedo, Mehdi Kaytoue, Amedeo Napoli |
| 2023 | IJCAI | Constructing Decision Quivers. | Egor Dudyrev, Sergei O. Kuznetsov, Amedeo Napoli |
| 2022 | ICDM | △-Closure Structure for Studying Data Distribution. | Aleksey Buzmakov, Sergei O. Kuznetsov, Tatiana Makhalova, Amedeo Napoli |
| 2021 | DSAA | Reducing Unintended Bias of ML Models on Tabular and Textual Data. | Guilherme Alves, Maxime Amblard, Fabien Bernier, Miguel Couceiro, Amedeo Napoli |
| 2021 | ICCS | An Approach to Identifying the Most Predictive and Discriminant Features in Supervised Classification Problems. | Alexandre Bazin, Miguel Couceiro, Marie-Dominique Devignes, Amedeo Napoli |
| 2021 | ICFCA | Sandwich: An Algorithm for Discovering Relevant Link Keys in an LKPS Concept Lattice. | Nacira Abbas, Alexandre Bazin, Jrme David, Amedeo Napoli |
| 2021 | IJCAI | Non-Redundant Link Keys in RDF Data: Preliminary Steps. | Nacira Abbas, Alexandre Bazin, Jrme David, Amedeo Napoli |
| 2021 | IJCAI | Data Overview by Means of Delta-Classes of Equivalence. The Case of the Titanic Dataset. | Aleksey Buzmakov, Sergei O. Kuznetsov, Tatiana Makhalova, Amedeo Napoli |
| 2021 | IJCAI | Likely-Occurring Itemsets for Pattern Mining. | Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli |
| 2020 | AIST | Making ML Models Fairer Through Explanations: The Case of LimeOut. | Guilherme Alves, Vaishnavi Bhargava, Miguel Couceiro, Amedeo Napoli |
| 2020 | ECAI | Building a Representation Context Based on Attribute Exploration Algorithms. | Jaume Baixeries, Vctor Codocedo, Mehdi Kaytoue, Amedeo Napoli |
| 2020 | ECAI | Adaptive Multi-model Approaches to Pattern Set Mining. | Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli |
| 2020 | ECAI | Closure Structure: a Deeper Insight. | Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli |
| 2020 | ICCS | Knowledge-Based Matching of n-ary Tuples. | Pierre Monnin, Miguel Couceiro, Amedeo Napoli, Adrien Coulet |
| 2019 | DCC | Numerical Pattern Mining Through Compression. | Tatiana P. Makhalova, Sergei O. Kuznetsov, Amedeo Napoli |
| 2019 | DIS | A Unified Approach to Biclustering Based on Formal Concept Analysis and Interval Pattern Structure. | Nyoman Juniarta, Miguel Couceiro, Amedeo Napoli |
| 2019 | ICCS | Redescription Mining for Learning Definitions and Disjointness Axioms in Linked Open Data. | Justine Reynaud, Yannick Toussaint, Amedeo Napoli |
| 2019 | ICFCA | Linkex: A Tool for Link Key Discovery Based on Pattern Structures. | Nacira Abbas, Jrme David, Amedeo Napoli |
| 2019 | ICFCA | Sampling Representation Contexts with Attribute Exploration. | Vctor Codocedo, Jaume Baixeries, Mehdi Kaytoue, Amedeo Napoli |
| 2019 | ICFCA | Elements About Exploratory, Knowledge-Based, Hybrid, and Explainable Knowledge Discovery. | Miguel Couceiro, Amedeo Napoli |
| 2019 | ICFCA | Pattern Structures for Identifying Biclusters with Coherent Sign Changes. | Nyoman Juniarta, Vctor Codocedo, Miguel Couceiro, Mehdi Kaytoue, Amedeo Napoli |
| 2019 | ICFCA | On Coupling FCA and MDL in Pattern Mining. | Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli |
| 2019 | ICFCA | Using Redescriptions and Formal Concept Analysis for Mining Definitions in Linked Data. | Justine Reynaud, Yannick Toussaint, Amedeo Napoli |
| 2018 | IJCAI | Biclustering Based on FCA and Partition Pattern Structures for Recommendation Systems. | Nyoman Juniarta, Vctor Codocedo, Miguel Couceiro, Amedeo Napoli |
| 2018 | IJCAI | MDL for FCA: Is There a Place for Background Knowledge? | Tatiana P. Makhalova, Sergei O. Kuznetsov, Amedeo Napoli |
| 2018 | IJCAI | Combining Concept Annotation and Pattern Structures for Guiding Ontology Mapping. | Pierre Monnin, Amedeo Napoli, Adrien Coulet |
| 2018 | IJCAI | Three Approaches for Mining Definitions from Relational Data in the Web of Data. | Justine Reynaud, Yannick Toussaint, Amedeo Napoli |
| 2017 | DEXA | Two-Phase Preference Disclosure in Attributed Social Networks. | Younes Abid, Abdessamad Imine, Amedeo Napoli, Chedy Rassi, Michal Rusinowitch |
| 2017 | ICDM | Efficient Mining of Subsample-Stable Graph Patterns. | Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli |
| 2017 | ICFCA | A Proposition for Sequence Mining Using Pattern Structures. | Vctor Codocedo, Guillaume Bosc, Mehdi Kaytoue, Jean-Franois Boulicaut, Amedeo Napoli |
| 2017 | ISMIS | From Meaningful Orderings in the Web of Data to Multi-level Pattern Structures. | Quentin Brabant, Miguel Couceiro, Amedeo Napoli, Justine Reynaud |
| 2017 | ISMIS | Using Formal Concept Analysis for Checking the Structure of an Ontology in LOD: The Example of DBpedia. | Pierre Monnin, Mario Lezoche, Amedeo Napoli, Adrien Coulet |
| 2017 | ISMIS | A Proposal for Classifying the Content of the Web of Data Based on FCA and Pattern Structures. | Justine Reynaud, Mehwish Alam, Yannick Toussaint, Amedeo Napoli |
| 2016 | CRiSIS | Online Link Disclosure Strategies for Social Networks. | Younes Abid, Abdessamad Imine, Amedeo Napoli, Chedy Rassi, Michal Rusinowitch |
| 2016 | ECAI | Steps Towards Interactive Formal Concept Analysis with LatViz. | Mehwish Alam, Thi Nhu Nguyen Le, Amedeo Napoli |
| 2016 | ECAI | How Fuzzy FCA and Pattern Structures are Connected? | Aleksey Buzmakov, Amedeo Napoli |
| 2016 | ECAI | Characterization of Order-like Dependencies with Formal Concept Analysis. | Vctor Codocedo, Jaume Baixeries, Mehdi Kaytoue, Amedeo Napoli |
| 2016 | ECAI | A Hybrid Approach for Mining Metabolomic Data. | Dhouha Grissa, Blandine Comte, Estelle Pujos-Guillot, Amedeo Napoli |
| 2016 | ECAI | Contribution to the Classification of Web of Data Based on Formal Concept Analysis. | Justine Reynaud, Yannick Toussaint, Amedeo Napoli |
| 2015 | DSAA | Interactive exploration over RDF data using formal concept analysis. | Mehwish Alam, Amedeo Napoli |
| 2015 | ICFCA | An Approach Towards Classifying and Navigating RDF data based on Pattern Structures. | Mehwish Alam, Amedeo Napoli |
| 2015 | ICFCA | Revisiting Pattern Structure Projections. | Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli |
| 2015 | ICFCA | Formal Concept Analysis and Information Retrieval - A Survey. | Vctor Codocedo, Amedeo Napoli |
| 2015 | ICFCA | Exploring Pattern Structures of Syntactic Trees for Relation Extraction. | Artuur Leeuwenberg, Aleksey Buzmakov, Yannick Toussaint, Amedeo Napoli |
| 2015 | IJCAI | Mining Definitions from RDF Annotations Using Formal Concept Analysis. | Mehwish Alam, Aleksey Buzmakov, Vctor Codocedo, Amedeo Napoli |
| 2015 | IJCAI | Bridging DBpedia Categories and DL-Concept Definitions Using Formal Concept Analysis. | Mehwish Alam, Aleksey Buzmakov, Vctor Codocedo, Amedeo Napoli |
| 2015 | IJCAI | Machine-assisted Cyber Threat Analysis Using Conceptual Knowledge Discovery. | Martn Barrre, Gustavo Betarte, Vctor Codocedo, Marcelo Rodrguez, Hernn Astudillo, Marcelo Aliquintuy, Javier Baliosian, Remi Badonnel, Olivier Festor, Carlos Raniery Paula dos Santos, Jferson Campos Nobre, Lisandro Zambenedetti Granville, Amedeo Napoli |
| 2015 | IJCAI | SOFIA: How to Make FCA Polynomial? | Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli |
| 2014 | AIST | Characterization of Database Dependencies with FCA and Pattern Structures. | Jaume Baixeries, Mehdi Kaytoue, Amedeo Napoli |
| 2014 | ECAI | Concept Stability as a Tool for Pattern Selection. | Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli |
| 2014 | ECAI | Lattice-Based View Access: A way to Create Views over SPARQL Query for Knowledge Discovery. | Mehwish Alam, Amedeo Napoli |
| 2014 | ECAI | Lattice-based biclustering using Partition Pattern Structures. | Vctor Codocedo, Amedeo Napoli |
| 2014 | ECAI | Bicluster enumeration using Formal Concept Analysis. | Vctor Codocedo, Amedeo Napoli |
| 2014 | ECAI | Mining Heterogeneous Multidimensional Sequential Patterns. | Elias Egho, Chedy Rassi, Nicolas Jay, Amedeo Napoli |
| 2014 | ICFCA | Scalable Estimates of Concept Stability. | Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli |
| 2014 | ICFCA | A Proposition for Combining Pattern Structures and Relational Concept Analysis. | Vctor Codocedo, Amedeo Napoli |
| 2013 | AIME | An Approach for Mining Care Trajectories for Chronic Diseases. | Elias Egho, Nicolas Jay, Chedy Rassi, Gilles Nuemi, Catherine Quantin, Amedeo Napoli |
| 2013 | ICFCA | Using Pattern Structures for Analyzing Ontology-Based Annotations of Biomedical Data. | Adrien Coulet, Florent Domenach, Mehdi Kaytoue, Amedeo Napoli |
| 2013 | ICFCA | Soundness and Completeness of Relational Concept Analysis. | Mohamed Rouane Hacene, Marianne Huchard, Amedeo Napoli, Petko Valtchev |
| 2013 | IJCAI | FCA and pattern structures for mining care trajectories. | Aleksey Buzmakov, Elias Egho, Nicolas Jay, Sergei O. Kuznetsov, Amedeo Napoli, Chedy Rassi |
| 2013 | IJCAI | Using pattern structures to support information retrieval with Formal Concept Analysis. | Vctor Codocedo, Ioanna Lykourentzou, Hernn Astudillo, Amedeo Napoli |
| 2012 | ECAI | Formal Concept Analysis Applied to Transcriptomic Data. | Mehwish Alam, Adrien Coulet, Amedeo Napoli, Malika Smal-Tabbone |
| 2012 | ECAI | A New Approach to Classification by Means of Jumping Emerging Patterns. | Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli |
| 2012 | ECAI | Semantic Querying of Data Guided by Formal Concept Analysis. | Vctor Codocedo, Ioanna Lykourentzou, Amedeo Napoli |
| 2012 | ECAI | Finding Minimal Rare Itemsets in a Depth-first Manner. | Laszlo Szathmary, Petko Valtchev, Amedeo Napoli, Robert Godin |
| 2012 | IC3K | Formal Concept Analysis for the Interpretation of Relational Learning Applied on 3D Protein-binding Sites. | Emmanuel Bresso, Renaud Grisoni, Marie-Dominique Devignes, Amedeo Napoli, Malika Smal-Tabbone |
| 2012 | IC3K | ILP Characterization of 3D Protein-Binding Sites and FCA-Based Interpretation. | Emmanuel Bresso, Renaud Grisoni, Marie-Dominique Devignes, Amedeo Napoli, Malika Smal-Tabbone |
| 2011 | IC3K | Use of Domain Knowledge for Dimension Reduction - Application to Mining of Drug Side Effects. | Emmanuel Bresso, Sidahmed Benabderrahmane, Malika Smal-Tabbone, Gino Marchetti, Arnaud Sinan Karaboga, Michel Souchet, Amedeo Napoli, Marie-Dominique Devignes |
| 2011 | ICFCA | Biclustering Numerical Data in Formal Concept Analysis. | Mehdi Kaytoue, Sergei O. Kuznetsov, Amedeo Napoli |
| 2011 | IJCAI | Revisiting Numerical Pattern Mining with Formal Concept Analysis. | Mehdi Kaytoue, Sergei O. Kuznetsov, Amedeo Napoli |
| 2011 | ICTAI | Numerical Information Fusion: Lattice of Answers with Supporting Arguments. | Zainab Assaghir, Amedeo Napoli, Mehdi Kaytoue, Didier Dubois, Henri Prade |
| 2010 | CIKM | Embedding tolerance relations in formal concept analysis: an application in information fusion. | Mehdi Kaytoue, Zainab Assaghir, Amedeo Napoli, Sergei O. Kuznetsov |
| 2010 | ECAI | Using Domain Knowledge to Guide Lattice-based Complex Data Exploration. | Nizar Messai, Marie-Dominique Devignes, Amedeo Napoli, Malika Smal-Tabbone |
| 2010 | ICCBR | Why and How Knowledge Discovery Can Be Useful for Solving Problems with CBR. | Amedeo Napoli |
| 2010 | KSEM | Finding Minimal Rare Itemsets and Rare Association Rules. | Laszlo Szathmary, Petko Valtchev, Amedeo Napoli |
| 2010 | MDAI | Managing Information Fusion with Formal Concept Analysis. | Zainab Assaghir, Mehdi Kaytoue, Amedeo Napoli, Henri Prade |
| 2009 | EUSFLAT | Fuzzy Logic Approach to Represent and Propagate Imprecision in Agri-Environmental Indicator Assessment. | Zainab Assaghir, Philippe Girardin, Amedeo Napoli |
| 2009 | ICFCA | Two FCA-Based Methods for Mining Gene Expression Data. | Mehdi Kaytoue-Uberall, Sbastien Duplessis, Sergei O. Kuznetsov, Amedeo Napoli |
| 2009 | IDA | Efficient Vertical Mining of Frequent Closures and Generators. | Laszlo Szathmary, Petko Valtchev, Amedeo Napoli, Robert Godin |
| 2008 | DIS | Mining Intervals of Graphs to Extract Characteristic Reaction Patterns. | Frdric Pennerath, Graldine Polaillon, Amedeo Napoli |
| 2008 | DIS | Constructing Iceberg Lattices from Frequent Closures Using Generators. | Laszlo Szathmary, Petko Valtchev, Amedeo Napoli, Robert Godin |
| 2008 | ECAI | Many-Valued Concept Lattices for Conceptual Clustering and Information Retrieval. | Nizar Messai, Marie-Dominique Devignes, Amedeo Napoli, Malika Smal-Tabbone |
| 2008 | ECAI | A Method for Classifying Vertices of Labeled Graphs Applied to Knowledge Discovery from Molecules. | Frdric Pennerath, Graldine Polaillon, Amedeo Napoli |
| 2008 | EKAW | Formal Concept Analysis: A Unified Framework for Building and Refining Ontologies. | Rokia Bendaoud, Amedeo Napoli, Yannick Toussaint |
| 2008 | FOIS | A proposal for an Interactive Ontology Design Process based on Formal Concept Analysis. | Rokia Bendaoud, Amedeo Napoli, Yannick Toussaint |
| 2008 | ICCS | PACTOLE: A Methodology and a System for Semi-automatically Enriching an Ontology from a Collection of Texts. | Rokia Bendaoud, Yannick Toussaint, Amedeo Napoli |
| 2008 | ICCS | Extending Attribute Dependencies for Lattice-Based Querying and Navigation. | Nizar Messai, Marie-Dominique Devignes, Amedeo Napoli, Malika Smal-Tabbone |
| 2008 | ICFCA | Analysis of Social Communities with Iceberg and Stability-Based Concept Lattices. | Nicolas Jay, Franois Kohler, Amedeo Napoli |
| 2008 | IIWAS | BioRegistry: automatic extraction of metadata for biological database retrieval and discovery. | Marie-Dominique Devignes, Philippe Franiatte, Nizar Messai, Amedeo Napoli, Malika Smal-Tabbone |
| 2007 | ICFCA | A Proposal for Combining Formal Concept Analysis and Description Logics for Mining Relational Data. | Mohamed Rouane Hacene, Marianne Huchard, Amedeo Napoli, Petko Valtchev |
| 2007 | IJCAI | Case Base Mining for Adaptation Knowledge Acquisition. | Mathieu d'Aquin, Fadi Badra, Sandrine Lafrogne, Jean Lieber, Amedeo Napoli, Laszlo Szathmary |
| 2007 | ICTAI | Towards Rare Itemset Mining. | Laszlo Szathmary, Amedeo Napoli, Petko Valtchev |
| 2006 | AIMSA | Case-Based Reasoning Within Semantic Web Technologies. | Mathieu d'Aquin, Jean Lieber, Amedeo Napoli |
| 2006 | AIMSA | A Proposal for Annotation, Semantic Similarity and Classification of Textual Documents. | Emmanuel Nauer, Amedeo Napoli |
| 2006 | ECAI | Knowledge Discovery from a Case Base. | Mathieu d'Aquin, Fadi Badra, Sandrine Lafrogne, Jean Lieber, Amedeo Napoli, Laszlo Szathmary |
| 2005 | ICCS | Querying a Bioinformatic Data Sources Registry with Concept Lattices. | Nizar Messai, Marie-Dominique Devignes, Amedeo Napoli, Malika Smal-Tabbone |
| 2005 | NLDB | Application of Text Categorization to Astronomy Field. | Huaizhong Kou, Amedeo Napoli, Yannick Toussaint |
| 2004 | ECAI | Knowledge-Based Selection of Association Rules for Text Mining. | Dietmar Janetzko, Hacne Cherfi, Roman Kennke, Amedeo Napoli, Yannick Toussaint |
| 2004 | EKAW | Knowledge Organisation and Information Retrieval with Galois Lattices. | Laszlo Szathmary, Amedeo Napoli |
| 2003 | AIME | Acquisition of Adaptation Knowledge for Breast Cancer Treatment Decision Support. | Jean Lieber, Mathieu d'Aquin, Pierre Bey, Amedeo Napoli, Maria Rios, Catherine Sauvagnac |
| 2003 | ICCS | Modeling and Representing Structures for Analyzing Spatial Organization in Agronomy. | Jean-Luc Metzger, Florence Le Ber, Amedeo Napoli |
| 2002 | ICTAI | Object-Based Representation and Classification of Spatial Structures and Relations. | Florence Le Ber, Amedeo Napoli |
| 2002 | KR | Design and Comparison of Lattices of Topological Relations Based on Galois Lattice Theory. | Florence Le Ber, Amedeo Napoli |
| 2000 | ECAI | An Algorithm for Adaptation in Case-based Reasoning. | Batrice Fuchs, Jean Lieber, Alain Mille, Amedeo Napoli |
| 1999 | ICCBR | Towards a Unified Theory of Adaption in Case-Based Reasoning. | Batrice Fuchs, Jean Lieber, Alain Mille, Amedeo Napoli |
| 1998 | ECAI | Correct and Complete Retrieval for Case-Based Problem-Solving. | Jean Lieber, Amedeo Napoli |
| 1996 | ECAI | Using Classification in Case-Based Planning. | Jean Lieber, Amedeo Napoli |
| 1992 | ECAI | Subsumption and Classification-Based Reasoning in Object-Based Representations. | Amedeo Napoli |