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Amedeo Napoli

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A study of algorithms relating distributive lattices, median graphs, and Formal Concept Analysis

Alain Gély , Miguel Couceiro , Laurent Miclet , Amedeo Napoli
International Journal of Approximate Reasoning, 2022, 142, pp.370-382. ⟨10.1016/j.ijar.2021.12.011⟩
Journal articles hal-03537744v1
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Discovering alignment relations with Graph Convolutional Networks: A biomedical case study

Pierre Monnin , Chedy Raïssi , Amedeo Napoli , Adrien Coulet
Semantic Web – Interoperability, Usability, Applicability, 2022, pp.1-20. ⟨10.3233/SW-210452⟩
Journal articles hal-03452182v1
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Steps Towards Causal Formal Concept Analysis

Alexandre Bazin , Miguel Couceiro , Marie-Dominique Devignes , Amedeo Napoli
International Journal of Approximate Reasoning, 2022, 142, pp.338-348. ⟨10.1016/j.ijar.2021.12.007⟩
Journal articles hal-03183755v2

Mint: MDL-based approach for Mining INTeresting Numerical Pattern Sets

Tatiana Makhalova , Sergei Kuznetsov , Amedeo Napoli
Data Mining and Knowledge Discovery, 2022, 36 (1), pp.108--145. ⟨10.1007/s10618-021-00799-9⟩
Journal articles hal-03437629v1
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Link key candidate extraction with relational concept analysis

Manuel Atencia , Jérôme David , Jérôme Euzenat , Amedeo Napoli , Jérémy Vizzini
Discrete Applied Mathematics, 2020, 273, pp.2-20. ⟨10.1016/j.dam.2019.02.012⟩
Journal articles hal-02196757v1
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A hybrid and exploratory approach to knowledge discovery in metabolomic data

Dhouha Grissa , Blandine Comte , Mélanie Pétéra , Estelle Pujos-Guillot , Amedeo Napoli
Discrete Applied Mathematics, 2020, 273 (SI), pp.103-116. ⟨10.1016/j.dam.2018.11.025⟩
Journal articles hal-02195463v1
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PGxO and PGxLOD: a reconciliation of pharmacogenomic knowledge of various provenances, enabling further comparison

Pierre Monnin , Joël Legrand , Graziella Husson , Patrice Ringot , Andon Tchechmedjiev
BMC Bioinformatics, 2019, 20 (S4), ⟨10.1186/s12859-019-2693-9⟩
Journal articles hal-02103899v1
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Exploratory Knowledge Discovery over Web of Data

Mehwish Alam , Aleksey Buzmakov , Amedeo Napoli
Discrete Applied Mathematics, 2018, 249, pp.2-17. ⟨10.1016/j.dam.2018.03.041⟩
Journal articles hal-01673439v1
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Characterizing Approximate-Matching Dependencies in Formal Concept Analysis with Pattern Structures

Jaume Baixeries , Victor Codocedo , Mehdi Kaytoue , Amedeo Napoli
Discrete Applied Mathematics, 2018, 249, pp.18-27. ⟨10.1016/j.dam.2018.03.073⟩
Journal articles hal-01673441v1
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Feature Selection Methods for Early Predictive Biomarker Discovery Using Untargeted Metabolomic Data

Dhouha Grissa , Mélanie Pétéra , Marion Brandolini , Amedeo Napoli , Blandine Comte
Frontiers in Molecular Biosciences, 2016, 3, pp.15. ⟨10.3389/fmolb.2016.00030⟩
Journal articles hal-01421002v1
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On Mining Complex Sequential Data by Means of FCA and Pattern Structures

Aleksey Buzmakov , Elias Egho , Nicolas Jay , Sergei O. Kuznetsov , Amedeo Napoli
International Journal of General Systems, 2016, 45 (2), pp.135-159. ⟨10.1080/03081079.2015.1072925⟩
Journal articles hal-01186715v1
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A one-to-one correspondence between potential solutions of the cluster deletion problem and the minimum sum coloring problem, and its application to P4 -sparse graphs

Flavia Bonomo , Guillermo Duran , Amedeo Napoli , Mario Valencia-Pabon
Information Processing Letters, 2015, 115 (6-8), pp.600-603
Journal articles hal-01102515v1

Discovering structural alerts for mutagenicity using stable emerging molecular patterns

Jean-Philippe Metivier , Alban Lepailleur , Aleksey Buzmakov , Guillaume Poezevara , Bruno Crémilleux
Journal of Chemical Information and Modeling, 2015, 55 (5), pp.925--940. ⟨10.1021/ci500611v⟩
Journal articles hal-01186716v1
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On measuring similarity for sequences of itemsets

Elias Egho , Chedy Raïssi , Toon Calders , Nicolas Jay , Amedeo Napoli
Data Mining and Knowledge Discovery, 2015, 29 (3), pp.33. ⟨10.1007/s10618-014-0362-1⟩
Journal articles hal-01094383v1
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Characterizing functional dependencies in formal concept analysis with pattern structures

Jaume Baixeries , Mehdi Kaytoue , Amedeo Napoli
Annals of Mathematics and Artificial Intelligence, 2014, 72, pp.129 - 149. ⟨10.1007/s10472-014-9400-3⟩
Journal articles hal-01101107v1
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A fast compound algorithm for mining generators, closed itemsets, and computing links between equivalence classes

Laszlo Szathmary , Petko Valtchev , Amedeo Napoli , Robert Godin , Alix Boc
Annals of Mathematics and Artificial Intelligence, 2014, 70, pp.81 - 105. ⟨10.1007/s10472-013-9372-8⟩
Journal articles hal-01101140v1

Preface to the special issue on "Concept Lattice and their Applications" (CLA-2011)

Amedeo Napoli
Annals of Mathematics and Artificial Intelligence, 2014, 70, pp.1 - 3. ⟨10.1007/s10472-013-9390-6⟩
Journal articles hal-01101104v1
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A semantic approach to concept lattice-based information retrieval

Victor Codocedo , Ioanna Lykourentzou , Amedeo Napoli
Annals of Mathematics and Artificial Intelligence, 2014, 72, pp.169 - 195. ⟨10.1007/s10472-014-9403-0⟩
Journal articles hal-01095859v1
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Hermes: a simple and efficient algorithm for building the AOC-poset of a binary relation

Anne Berry , Alain Gutierrez , Marianne Huchard , Amedeo Napoli , Alain Sigayret
Annals of Mathematics and Artificial Intelligence, 2014, 72 (1), pp.45-71. ⟨10.1007/s10472-014-9418-6⟩
Journal articles hal-01101144v1
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A contribution to the discovery of multidimensional patterns in healthcare trajectories

Elias Egho , Nicolas Jay , Chedy Raïssi , Dino Ienco , Pascal Poncelet
Journal of Intelligent Information Systems, 2014, 42 (2), pp.283 - 305. ⟨10.1007/s10844-014-0309-4⟩
Journal articles hal-01094377v1
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Is Concept Stability a Measure for Pattern Selection?

Aleksey Buzmakov , Sergei O. Kuznetsov , Amedeo Napoli
Procedia Computer Science, 2014, 31, pp.918 - 927. ⟨10.1016/j.procs.2014.05.344⟩
Journal articles hal-01095914v1
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Biclustering meets triadic concept analysis

Mehdi Kaytoue , Sergei O. Kuznetsov , Juraj Macko , Amedeo Napoli
Annals of Mathematics and Artificial Intelligence, 2014, 70, pp.55 - 79. ⟨10.1007/s10472-013-9379-1⟩
Journal articles hal-01101143v1
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Differential adaptation: An operational approach to adaptation for solving numerical problems with CBR

Béatrice Fuchs , Jean Lieber , Alain Mille , Amedeo Napoli
Knowledge-Based Systems, 2014, 68, pp.103 - 114. ⟨10.1016/j.knosys.2014.03.009⟩
Journal articles hal-01101145v1
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Relational Concept Analysis: Mining Concept Lattices From Multi-Relational Data

Amine Mohamed Rouane Hacene , Marianne Huchard , Amedeo Napoli , Petko Valtchev
Annals of Mathematics and Artificial Intelligence, 2013, 67 (1), pp.81-108. ⟨10.1007/s10472-012-9329-3⟩
Journal articles lirmm-00816300v1
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Decentralized case-based reasoning and Semantic Web technologies applied to decision support in oncology

Mathieu d'Aquin , Jean Lieber , Amedeo Napoli
Knowledge Engineering Review, 2013, 28 (4), pp.425--449. ⟨10.1017/S0269888913000027⟩
Journal articles hal-00922080v1

Functional classification of genes using semantic distance and fuzzy clustering approach: Evaluation with reference sets and overlap analysis

Marie-Dominique Devignes , Benabderrahmane Sidahmed , Malika Smail-Tabbone , Amedeo Napoli , Poch Olivier
International journal of computational biology and drug design, 2012, 5 (3/4), pp.245-260
Journal articles hal-00734329v1

Mining gene expression data with pattern structures in formal concept analysis

Mehdi Kaytoue , Sergei O. Kuznetsov , Amedeo Napoli , Sébastien Duplessis
Information Sciences, 2011, 181 (10), pp.1989-2001
Journal articles hal-02651138v1
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Mining gene expression data with pattern structures in formal concept analysis

Mehdi Kaytoue , Sergei O. Kuznetsov , Amedeo Napoli , Sébastien Duplessis
Information Sciences, 2011, 181 (10), pp.1989-2001. ⟨10.1016/j.ins.2010.07.007⟩
Journal articles hal-00541100v1

Fusion de données imparfaites en utilisant l'analyse formelle de concepts

Zainab Assaghir , Mehdi Kaytoue , Henri Prade , Amedeo Napoli
Revue des Nouvelles Technologies de l'Information, 2010, Fouille de données complexes - Complexité liée aux données multiples
Journal articles inria-00600234v1
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IntelliGO: a new vector-based semantic similarity measure including annotation origin

Sidahmed Benabderrahmane , Malika Smaïl-Tabbone , Olivier Poch , Amedeo Napoli , Marie-Dominique Devignes
BMC Bioinformatics, 2010, 11, 11 (1), pp.588. ⟨10.1186/1471-2105-11-588⟩
Journal articles inria-00543910v1

BioRegistry: Automatic extraction of metadata for biological database retrieval and discovery

Marie-Dominique Devignes , Philippe Franiatte , Nizar Messai , Emmanuel Bresso , Amedeo Napoli
International Journal of Metadata, Semantics and Ontologies, 2010, 5 (3), pp.184--193. ⟨10.1504/IJMSO.2010.034043⟩
Journal articles inria-00502297v1

Graph-Mining Algorithm for the Evaluation of Bond Formability

Frédéric Pennerath , Gilles Niel , Philippe Vismara , Philippe Jauffret , Claude Lauren
Journal of Chemical Information and Modeling, 2010, 50 (2), pp.221-239. ⟨10.1021/ci9003909⟩
Journal articles hal-00471405v1
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Generating Rare Association Rules Using the Minimal Rare Itemsets Family

Laszlo Szathmary , Petko Valtchev , Amedeo Napoli
International Journal of Software and Informatics (IJSI), 2010, 4 (3), pp.219--238
Journal articles inria-00551503v1
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L'analyse Formelle de Concepts au service de la construction et l'enrichissement d'une ontologie

Rokia Bendaoud , Yannick Toussaint , Amedeo Napoli
Revue des Nouvelles Technologies de l'Information, 2010, Fouille de données complexes : avancées récentes, E-18, pp.133-164
Journal articles inria-00599559v1

Ontology-guided data preparation for discovering genotype-phenotype relationships

Adrien Coulet , Malika Smaïl-Tabbone , Pascale Benlian , Amedeo Napoli , Marie-Dominique Devignes
BMC Bioinformatics, 2008, 9 (Suppl 4), pp.S3. ⟨10.1186/1471-2105-9-S4-S3⟩
Journal articles inria-00338669v1

Modeling adaptation of breast cancer treatment decision protocols in the Kasimir project

Jean Lieber , Mathieu D’aquin , Fadi Badra , Amedeo Napoli
Applied Intelligence, 2008, 28 (3), pp.261--274. ⟨10.1007/s10489-007-0070-2⟩
Journal articles inria-00526723v1

La famille des motifs les plus informatifs. Application à l'extraction de graphes en chimie organique

Frédéric Pennerath , Amedeo Napoli
Revue I3 - Information Interaction Intelligence, 2008, 8 (2), pp.153-179
Journal articles hal-00437092v1
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Correction et complétude d'un algorithme de recherche d'information par treillis de concepts

Nizar Messai , Marie-Dominique Devignes , Amedeo Napoli , Malika Smaïl-Tabbone
Revue des Nouvelles Technologies de l'Information, 2007
Journal articles inria-00187116v1
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La représentation de points de vue dans le système d'aide à la décision en cancérologie KASIMIR

Mathieu d'Aquin , Jean Lieber , Amedeo Napoli
Revue des Sciences et Technologies de l'Information - Série L'Objet : logiciel, bases de données, réseaux, 2007, 13 (2-3), pp.143-175
Journal articles inria-00201561v1
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The Galois lattice as a hierarchical structure for topological relations

Amedeo Napoli , Florence Le Ber
Annals of Mathematics and Artificial Intelligence, 2007, pp.1-20. ⟨10.1007/s10472-007-9054-5⟩
Journal articles hal-00162171v1
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Adaptation Knowledge Acquisition: a Case Study for Case-Based Decision Support in Oncology

Mathieu d'Aquin , Jean Lieber , Amedeo Napoli
Computational Intelligence, 2006, 22 (3/4), pp.161--176
Journal articles inria-00116888v1

Towards a Text Mining Methodology Using Association Rules Extraction

Hacène Cherfi , Amedeo Napoli , Yannick Toussaint
Soft Computing, 2006, A Fusion of Foundations, Methodologies and Applications, 10 (5), pp.431--441. ⟨10.1007/s00500-005-0504-x⟩
Journal articles inria-00000460v1
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Treillis de concepts et ontologies pour interroger l'annuaire de sources de données biologiques BioRegistry

Nizar Messai , Marie-Dominique Devignes , Amedeo Napoli , Malika Smaïl-Tabbone
Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, 2006, Systèmes d'information spécialisés, 11 (1), pp.39-60
Journal articles inria-00080960v1

Deux méthodologies de classification de règles d'association pour la fouille de textes

Hacène Cherfi , Amedeo Napoli , Yannick Toussaint
Revue des Nouvelles Technologies de l'Information, 2005, Fouilles de données complexes., E-4, pp.211--234
Journal articles inria-00000466v1
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Hiérarchisation des règles d'association en fouille de textes

Rokia Bendaoud , Yannick Toussaint , Amedeo Napoli
Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, 2005, Extraction et gestion des connaissances (EGC'2005), 1, pp.263-274
Journal articles inria-00000436v1

Knowledge Editing and Maintenance Tools for a Semantic Portal in Oncology

Mathieu d'Aquin , Christophe Bouthier , Sébastien Brachais , Jean Lieber , Amedeo Napoli
International Journal of Human-Computer Studies, 2005, 62, pp.619-638
Journal articles inria-00000258v1
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Classification et interrogation de sources de données biologiques

Nizar Messai , Marie-Dominique Devignes , Amedeo Napoli , Malika Smaïl-Tabbone
Revue des Nouvelles Technologies de l'Information, 2005, Extraction des connaissances : Etat et perspectives, pp.43-47
Journal articles inria-00103937v1

Une mesure de similarité sémantique pour la classification de documents par le contenu

Rim Al Hulou , Amedeo Napoli , Emmanuel Nauer
Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, 2004, Numéro spécial L'objet, 10 (2--3), pp.217--230
Journal articles inria-00100248v1

Objets et représentation, un couple en devenir

Amedeo Napoli , Bernard Carré , Roland Ducournau , Jérôme Euzenat , François Rechenmann
Revue des Sciences et Technologies de l'Information - Série L'Objet : logiciel, bases de données, réseaux, 2004, 10 (4), pp.61-81. ⟨10.3166/objet.10.4.61-81⟩
Journal articles hal-00714232v1

Objet et représentation, un couple en devenir

Amedeo Napoli , Bernard Carré , Roland Ducournau , Jérôme Euzenat , François Rechenmann
Revue des Sciences et Technologies de l'Information - Série L'Objet : logiciel, bases de données, réseaux, 2004, 10 (4), pp.61-81. ⟨10.3166/objet.10.4.61-81⟩
Journal articles hal-00822532v1

Une optimisation de l'extraction d'un jeu de règles s'appuyant sur les caractéristiques statistiques des données

Martine Cadot , Amedeo Napoli
Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 2003, 16 (6), pp.631-656
Journal articles inria-00099721v1
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The semantic web: year one

Jérôme Euzenat , Amedeo Napoli
IEEE Intelligent Systems, 2003, 18 (6), pp.76-78. ⟨10.1109/MIS.2003.1249173⟩
Journal articles hal-00906610v2
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Spinning the semantic web: bringing the world wide web to its full potential par Dieter Fensel, James Hendler, Henry Lieberman and Wolfgang Wahlster

Jérôme Euzenat , Amedeo Napoli
Bulletin de l'Association Française pour l'Intelligence Artificielle, 2003, 56-57, pp.18-21
Journal articles hal-00906623v1

Design and comparison of lattices of topological relations for spatial representation and reasoning

Florence Le Ber , Amedeo Napoli
Journal of Experimental and Theoretical Artificial Intelligence, 2003, 15 (3), pp.331--371
Journal articles inria-00099811v1

Modeling and Comparing Farm Maps using Graphs and Case-based Reasoning

Florence Le Ber , Amedeo Napoli , Jean-Luc Metzger , Sylvie Lardon
Journal of Universal Computer Science, 2003, 9 (9), pp.1073-1095
Journal articles inria-00099579v1

XML et les objets (objectif XML)

Jérôme Euzenat , Amedeo Napoli , Jean-François Baget
Revue des Sciences et Technologies de l'Information - Série L'Objet : logiciel, bases de données, réseaux, 2003, 9 (3), pp.11--37
Journal articles inria-00099728v1

The design of an object-based system for representing and classifying spatial structures and relations

Florence Le Ber , Amedeo Napoli
Journal of Universal Computer Science, 2002, 8 (8), pp.751-773. ⟨10.3217/jucs-008-08-0751⟩
Journal articles inria-00100759v1

Combining XML and Description Logics for Describing and Querying Documents

Rim Al Hulou , Amedeo Napoli
ERCIM News, 2002, 51, pp.32-33
Journal articles inria-00101039v1

Étude de treillis de relations topologiques pour l'interprétation d'images satellitaires

Florence Le Ber , Ludmila Mangelinck , Amedeo Napoli
Revue Internationale de Géomatique, 2001, 11 (2), pp.215-219
Journal articles inria-00100435v1

Les représentations de connaissances par objets

Amedeo Napoli , Jérôme Euzenat , Roland Ducournau
Revue des Sciences et Technologies de l'Information - Série TSI : Technique et Science Informatiques, 2000, 19 (1-3), pp.387-394
Journal articles hal-00825896v1

Représentation de relations et classification de structures spatiales

Florence Le Ber , Ludmila Mangelinck , Amedeo Napoli
Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 1999, 13 (2), pp.441-467
Journal articles inria-00098913v1

Raisonnement à partir de cas et résolution de problèmes dans une représentation par objets

Jean Lieber , Amedeo Napoli
Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 1999, 13, pp.9-35
Journal articles inria-00098951v1
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ATOMOL : un système d'aide au suivi des travaux dirigés de chimie en premier cycle universitaire

Dominique Fischer , Michèle Kirch , Amedeo Napoli
Sciences et Techniques Educatives, 1995, 2 (1), pp.61-102
Journal articles edutice-00001454v1
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Combiner plongements de graphes et clustering pour l'alignement de connaissances pharmacogénomiques

Pierre Monnin , Chedy Raïssi , Amedeo Napoli , Adrien Coulet
Santé & 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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Experimental Study of Concise Representations of Concepts and Dependencies

Aleksey Buzmakov , Egor Dudyrev , Sergei O Kuznetsov , Tatiana Makhalova , Amedeo Napoli
CLA 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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Contributions to Link Key Discovery in RDF Datasets

Nacira Abbas , Alexandre Bazin , Jérôme David , Amedeo Napoli
SFC 2022 - 27e Rencontres de la Société Francophone de Classification, Sep 2022, Université Lumière - Lyon 2, France
Conference papers hal-04055171v1
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Delta-Closure Structure for Studying Data Distribution

Aleksey Buzmakov , Sergei O Kuznetsov , Tatiana Makhalova , Amedeo Napoli
IEEE 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 structures

Nacira Abbas , Alexandre Bazin , Jérôme David , Amedeo Napoli
CLA 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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Reducing Unintended Bias of ML Models on Tabular and Textual Data

Guilherme Alves , Maxime Amblard , Fabien Bernier , Miguel Couceiro , Amedeo Napoli
DSAA 2021 - 8th IEEE International Conference on Data Science and Advanced Analytics, Oct 2021, Porto (virtual event), Portugal. pp.1-10
Conference papers hal-03312797v2

Likely-Occurring Itemsets for Pattern Mining

Tatiana Makhalova , Sergei O. Kuznetsov , Amedeo Napoli
FCA4AI 2021 - 9th Workshop on What can FCA do for Artificial Intelligence?, Aug 2021, Montréal/Online, Canada
Conference papers hal-03437638v1
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Non-Redundant Link Keys in RDF Data: Preliminary Steps

Nacira Abbas , Alexandre Bazin , Jérôme David , Amedeo Napoli
FCA4AI 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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A Hybrid Approach to Identifying the Most Predictive and Discriminant Features in Supervised Classification Problems

Alexandre Bazin , Miguel Couceiro , Marie-Dominique Devignes , Amedeo Napoli
ICCS 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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LKSA : un algorithme de sélection de clés de liage dans des données RDF guidée par des paires de classes

Nacira Abbas , Jérôme David , Amedeo Napoli
EGC 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 Bayesian Convolutional Neural Network for Robust Galaxy Ellipticity Regression

Claire Theobald , Bastien Arcelin , Frédéric Pennerath , Brieuc Conan-Guez , Miguel Couceiro
ECML 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

Exploring the Dataset Structure by Means of Delta-Classes of Equivalence. The Case of the Titanic Dataset

Aleksey Buzmakov , Sergei O. Kuznetsov , Tatiana Makhalova , Amedeo Napoli
FCA4AI 2021 - 9th Workshop on What can FCA do for Artificial Intelligence?, Aug 2021, Montréal/Online, Canada
Conference papers hal-03437634v1
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Sandwich: An Algorithm for Discovering Relevant Link Keys in an LKPS Concept Lattice

Nacira Abbas , Alexandre Bazin , Jérôme David , Amedeo Napoli
ICFCA 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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Gradual Discovery with Closure Structure of a Concept Lattice

Tatiana Makhalova , Sergei O. Kuznetsov , Amedeo Napoli
The 15th International Conference on Concept Lattices and Their Applications, Jun 2020, Tallinn, Estonia
Conference papers hal-02915309v1
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LimeOut: An Ensemble Approach To Improve Process Fairness

Vaishnavi Bhargava , Miguel Couceiro , Amedeo Napoli
ECML-PKDD International Workshop on eXplainable Knowledge Discovery in Data Mining (XKDD 2020), Sep 2020, Ghent, Belgium. pp.475-491
Conference papers hal-02979233v1
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Tackling scalability issues in mining path patterns from knowledge graphs: a preliminary study

Pierre Monnin , Emmanuel Bresso , Miguel Couceiro , Malika Smaïl-Tabbone , Amedeo Napoli
ALGOS 2020 - 1st International Conference on Algebras, Graphs and Ordered Sets, Aug 2020, Nancy, France
Conference papers hal-02913224v1
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Sélection de mesures de similarité pour les données catégorielles

Guilherme Alves , Miguel Couceiro , Amedeo Napoli
EGC 2020 - 20ème édition de la conférence Extraction et Gestion des Connaissances, Jan 2020, Bruxelles, Belgique
Conference papers hal-02410221v1

Adaptive Multi-model Approaches to Pattern Set Mining

Tatiana Makhalova ,