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Publications of year 2020
Books and proceedings
  1. Peggy Cellier and Kurt Driessens, editors. Machine Learning and Knowledge Discovery in Databases - International Workshops of ECML PKDD 2019, Würzburg, Germany, September 16-20, 2019, Proceedings, Part I, volume 1167 of Communications in Computer and Information Science, 2020. Springer. [bibtex-entry]


  2. Peggy Cellier and Kurt Driessens, editors. Machine Learning and Knowledge Discovery in Databases - International Workshops of ECML PKDD 2019, Würzburg, Germany, September 16-20, 2019, Proceedings, Part II, volume 1168 of Communications in Computer and Information Science, 2020. Springer. [bibtex-entry]


  3. Sébastien Ferré, editor. IC 2020 : 31es Journées francophones d'Ingénierie des Connaissances, Angers, France, June 29 - July 3, 2020, 2020. [bibtex-entry]


Thesis
  1. Peggy Cellier. Towards Usable Pattern Mining. PhD thesis, Habilitation à diriger des recherche de l'université de Rennes 1, 30 octobre 2020. [bibtex-entry]


Articles in journal or book chapters
  1. Sébastien Ferré, Mehdi Kaytoue, Marianne Huchard, Sergei O. Kuznetsov, and Amedeo Napoli. A guided tour of artificial intelligence research, volume II, chapter Formal Concept Analysis: from knowledge discovery to knowledge processing (Chapter 13), pages 411-445. Springer, 2020. [WWW] Keyword(s): formal concept analysis, relational concept analysis, Graph-FCA. [Abstract] [bibtex-entry]


  2. Carlos Bobed, Pierre Maillot, Peggy Cellier, and Sébastien Ferré. Data-driven Assessment of Structural Evolution of RDF Graphs. Semantic Web: Interoperability, Usability, Applicability, 11:831-853, 2020. [WWW] Keyword(s): semantic web, data mining, data quality, data evolution, data-driven approach, MDL principle. [Abstract] [bibtex-entry]


  3. Sébastien Ferré. Application of Concepts of Neighbours to Knowledge Graph Completion. Data Science: Methods, Infrastructure, and Applications, 2020. Note: To appear. [WWW] Keyword(s): knowledge graph, link prediction, concepts of enighbours. [Abstract] [bibtex-entry]


  4. Sébastien Ferré and Peggy Cellier. Graph-FCA: An extension of formal concept analysis to knowledge graphs. Discrete Applied Mathematics, 273(5):81-102, 2020. [WWW] [doi:https://doi.org/10.1016/j.dam.2019.03.003] Keyword(s): Formal concept analysis, Knowledge graph, Semantic web, Graph homomorphism. [Abstract] [bibtex-entry]


  5. Flavien Lécuyer, Valérie Gouranton, Aurélien Lamercerie, Adrien Reuzeau, Bruno Arnaldi, and Benoît Caillaud. Unveiling the implicit knowledge, one scenario at a time. Visual Computer, pp 1-12, 2020. [WWW] [PDF] [doi:10.1007/s00371-020-01904-7] Keyword(s): Process Mining, demodocos, S3PMSunset, ProcMining. [bibtex-entry]


  6. Romaric Marcilly, Laura Douze, Sébastien Ferré, Bissan Audeh, Carlos Bobed, Agnès Lillo-Le-Louët, Jean-Baptiste Lamy, and Cédric Bousquet. How to interact with medical terminologies? Formative usability evaluations comparing three approaches for supporting the use of MedDRA by pharmacovigilance specialists. BMC Medical Informatics and Decision Making, 20(261), 2020. [WWW] [doi:https://doi.org/10.1186/s12911-020-01280-1] [bibtex-entry]


Conference articles
  1. Francesco Bariatti, Peggy Cellier, and Sébastien Ferré. GraphMDL : sélection de motifs de graphes avec le principe MDL. In Extraction et Gestion des Connaissances (EGC), Bruxelles, Belgium, 2020. [WWW] [PDF] [Abstract] [bibtex-entry]


  2. Francesco Bariatti, Peggy Cellier, and Sébastien Ferré. GraphMDL Visualizer: Interactive Visualization of Graph Patterns. In Graph Embedding and Mining (GEM), an ECML-PKDD workshop, 2020. [WWW] Keyword(s): graph mining, graph pattern, MDL principle, visualization. [Abstract] [bibtex-entry]


  3. Francesco Bariatti, Peggy Cellier, and Sébastien Ferré. GraphMDL: Graph Pattern Selection based on Minimum Description Length. In Symposium on Intelligent Data Analysis (IDA), 2020. [WWW] [PDF] Keyword(s): Minimum Description Length, Graph Mining, Pattern Mining. [Abstract] [bibtex-entry]


  4. Mireille Ducassé. Kartu-Verbs: A Semantic Web Base of Inflected Georgian Verb Forms to Bypass Georgian Verb Lemmatization Issues. In Zoe Gavriilidou, editor, First Proceedings of XIX EURALEX Conference, November 2020. Euralex association. [WWW] Keyword(s): Georgian verbs, Inflected forms, Dictionary front-end, Semantic web tool, Prolog. [Abstract] [bibtex-entry]


  5. Sébastien Ferré. A Proposal for Nested Results in SPARQL. In K. Taylor, R. Gonçalves, F. Lecue, and J. Yan, editors, ISWC 2020 Posters, Demos, and Industry Tracks, volume 2721 of CEUR Workshop Proceedings, pages 114-119, 2020. [WWW] Keyword(s): SPARQL, nested tables. [Abstract] [bibtex-entry]


  6. Sébastien Ferré. Construction guidée de requêtes analytiques sur des graphes RDF. In Atelier Web des Données, Bruxelles, Belgium, 2020. [WWW] [PDF] Keyword(s): RDF, SPARQL, analytical query, statistical query, Sparklis, query builder. [Abstract] [bibtex-entry]


  7. Nicolas Fouqué, Sébastien Ferré, and Peggy Cellier. Concepts de voisins dans les graphes RDF : Une extension Jena et une interface graphique. In Antoine Cornuéjols and Etienne Cuvelier, editors, Extraction et Gestion des Connaissances (EGC), volume E-36 of RNTI, pages 483-490, 2020. Éditions RNTI. [WWW] Keyword(s): RDF, concepts de voisins. [Abstract] [bibtex-entry]


  8. Clément Gautrais, Peggy Cellier, Matthijs van Leeuwen, and Alexandre Termier. Widening for MDL-Based Retail Signature Discovery. In Michael R. Berthold, Ad Feelders, and Georg Krempl, editors, Advances in Intelligent Data Analysis XVIII - 18th International Symposium on Intelligent Data Analysis, IDA 2020, Konstanz, Germany, April 27-29, 2020, Proceedings, volume 12080 of Lecture Notes in Computer Science, pages 197-209, 2020. Springer. [bibtex-entry]


  9. Priscilla Keip, Sébastien Ferré, Alain Gutierrez, Marianne Huchard, Pierre Silvie, and Pierre Martin. Practical Comparison of FCA Extensions to Model Indeterminate Value of Ternary Data. In F. J. Valverde-Albacete and M. Trnecka, editors, Int. Conf. Concept Lattices and Their Applications, volume 2668 of CEUR Workshop Proceedings, pages 197-208, 2020. CEUR-WS.org. [WWW] Keyword(s): FCA, Graph-FCA, RCA, triadic FCA, relational data. [Abstract] [bibtex-entry]


  10. Aurélien Lamercerie. ARES : un extracteur d'exigences pour la modélisation de systèmes. In EGC 2020 - Extraction et Gestion des Connaissances (Atelier - Fouille de Textes - Text Mine), Bruxelles, Belgium, pages 1-4, January 2020. [WWW] [PDF] [bibtex-entry]


  11. Aurélien Lamercerie. Transduction sémantique pour la modélisation de système. In PFIA 2020 - Plate-Forme de l'Intelligence Artificielle (PFIA), rencontres RJCIA, Angers, France, pages 1-6, June 2020. [WWW] [PDF] Keyword(s): System Design, semantic parsing, abstract representation, formalization. [bibtex-entry]


  12. Aurélien Lamercerie and Benoît Caillaud. An Algebra of Deterministic Propositional Acceptance Automata (DPAA). In FDL 2020 - Forum on specification & Design Languages, Kiel, Germany, pages 1-8, September 2020. [WWW] [PDF] Keyword(s): Interface Theory, Automata for System Analysis, Discrete Time Reactive System, Requirements Engineering. [bibtex-entry]



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Last modified: Thu Apr 8 17:20:28 2021
Author: ferre.


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