Lot 3 : Méthodes et outils de l'apprentissage

Publications scientifiques - Synthèse

  • 3 articles de revue (2 francohpones, 1 international)
  • 15 communications à des conférences (2 francophones)
  • 1 Chapitre d'ouvrage multi-partenaire
  • 2 brevets déposés
  • 3 Thèses
    • Loic Lecerf co-tutelle XEROX/LIP6
    • Florent Jousse LIFL
    • Francis Maes LIP6
    • ... et aussi Guillaume Wisniewski LIP6

Publications scientifiques - Détails

  • Rémi Gilleron and Patrick Marty and Marc Tommasi and Fabien Torre (2006) Interactive Tuples Extraction from Semi-Structured Data, 2006 IEEE / WIC / ACM International Conference on Web Intelligence P2747, 997-1004
  • Aurélien Lemay and Joachim Niehren and Rémi Gilleron (2006), Learning n-ary Node Selecting Tree Transducers from Completely Annotated Examples, International Colloquium on Grammatical Inference, Lecture Notes in Artificial Intelligence 4201, 253-267
  • Florent Jousse and Rémi Gilleron and Isabelle Tellier and Marc Tommasi, (2006) Conditional Random Fields for XML Trees, ECML Workshop on Mining and Learning in Graph
  • Julien Carme and Rémi Gilleron and Aurélien Lemay and Joachim Niehren, (2007) Interactive Learning of Node Selecting Tree Transducers, Machine Learning 1 66, 33—67 (revue int)
  • Rémi Gilleron and Florent Jousse and Isabelle Tellier and Marc Tommasi, (2007) XML Document Transformation with Conditional Random Fields, INEX 2006, Lecture Notes in Computer Science 4518 (workshop int.)
  • Boris Chidlovskii, Jérôme Fuselier, Loïc Lecerf, ALDAI: Active learning document annotation interface, ACM Document Engineering symposium, Demo session, Amsterdam, The Netherland, 10-13 Oct, 2006.
  • Boris Chidlovskii, Loïc Lecerf, Document annotation by active learning techniques, ACM Document Engineering Symposium, Amsterdam, The Netherland, 10-13 Oct. 2006.
  • Loïc Lecerf, Boris Chidlovskii, Apprentissage actif pour l annotation de documents, CORIA, 4éme Conférence en Recherche d Information et Applications, Saint-Etienne, 28-30 Mars 2007.
  • Wisniewski, G. & Gallinari, P. (2007), From Layout to Semantic: A Reranking Model for Mapping Web Documents to Mediated XML Representations, at RIAO International Conference on Large-Scale Semantic Access to Content, Pittsburgh, USA.
  • Wisniewski, G., Maes, F., Denoyer, L. & Gallinari, P. (2007), Probabilistic Model for Structured Document Mapping, at 5th International Conference on Machine Learning and Data Mining for Pattern Recognition (MLDM'07'), Leizig, Germany, pp. 854-867.
  • Wisniewski, G., Maes, F., Denoyer, L. & Gallinari, P. (2007), Modèle probabiliste pour l’extraction de structure dans les documents web, revue Document numérique
  • Denoyer, Ludovic and Gallinari, Patrick (2007), The Wikipedia XML Corpus. In Advances in XML Information Retrieval and Evaluation: Fifth Workshop of the INitiative for the Evaluation of XML Retrieval (INEX'06), Dagstuhl, Germany,LNCS, 2007.
  • Boris Chidlovskii, Loïc Lecerf ,.Stacked dependency networks for layout document structuring, SIGIR Information Retrieval and Graphical Model Workshop, Amsterdam, The Netherlands, July ,2007.
  • Loïc Lecerf, Boris Chidlovskii: Clustering Visuel Semi-Supervisé pour des systèmes en coordonnées en étoiles 3D. Extraction et gestion des connaissances (EGC) 2008, pp.79-90
  • Florent Jousse, Transformations d'Arbres XML avec des Modèles Probabilistes pour l'Annotation, thèse de l'université Charles de Gaulle - Lille 3
  • Pierre Senellart and Avin Mittal and Daniel Muschick and Rémi Gilleron and Marc Tommasi, Automatic Wrapper Induction from Hidden-Web Sources with Domain Knowledge, soumission
  • Guillaume Wisniewski et Patrick Gallinari, Relaxation Labeling for Selecting and Exploiting Efficiently Non-Local Dependencies in Sequence Labeling in Proceedings of PKDD, septembre 2007.
  • Modele probabiliste pour l'extraction de structures dans les documents Web. Wisniewski, Guillaume, Maes, Francis, Denoyer, Ludovic and Gallinari, Patrick. In Documents Numeriques, 2007. Article publié
  • Sequence Labelling with Reinforcement Learning and Ranking Algorithms. Francis Maes, Ludovic Denoyer and Patrick Gallinari. In ECML, Varsaw, Poland, 2007.
  • Pierre Senellart and Avin Mittal and Daniel Muschick and Rémi Gilleron and Marc Tommasi, Automatic Wrapper Induction from Hidden-Web Sources with Domain Knowledge, Proceedings of ACM WIDM 2008 workshop on Web Information and Data Management
  • Boris Chidlovskii, Loïc Lecerf Semi-Supervised visual clustering for spherical coordinates systems, The 23rd Annual ACM Symposium on Applied Computing, Fortaleza, Brazil, March 2008, pp. 891-895.
  • Boris Chidlovskii, Loïc Lecerf, Stacked dependency networks for layout document structuring, The 23rd Annual ACM Symposium on Applied Computing, Fortaleza, Brazil, March, 2008, pp.424-428.
  • Loïc Lecerf, Boris Chidlovskii, Scalable Feature Selection for Multi-label Problems, European Conference on Machine Learning, September 2008, Belgium, September 2008.
  • Mining XML Documents. Candillier, Laurent, Denoyer, Ludovic, Gallinari, Patrick, Rousset, Marie-Christine, Termier, Alexandre and Vercoustre, Anne-Marie. In Data Mining Patterns : New Methods and ApplicationsIdea Group Inc., , 2007
  • Structured Prediction with Reinforcement Learning. Francis Maes and Ludovic Denoyer and Patrick Gallinari. In Machine Learning Journal 2009