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Yann Dauxais


Conference papers8 documents

  • Yann Dauxais, Clément Gautrais. Predicting Pass Receiver In Football Using Distance Based Features. MLSA 2018 - 5th Workshop on Machine Learning and Data Mining for Sports Analytic of ECML/PKDD, Sep 2018, Dublin, Ireland. pp.1-7. ⟨hal-01912616⟩
  • Yann Dauxais, Thomas Guyet, David Gross-Amblard, André Happe. Discriminant chronicles mining: Application to care pathways analytics. Artificial Intelligence in Medicine, Jun 2017, Vienna, Austria. ⟨10.1007/978-3-319-59758-4₂6⟩. ⟨hal-01568929⟩
  • Thomas Guyet, André Happe, Yann Dauxais. Declarative Sequential Pattern Mining of Care Pathways. Conference on Artificial Intelligence in Medicine in Europe, Jun 2017, Vienna, Austria. pp.1161 - 266, ⟨10.1007/978-3-319-59758-4_29⟩. ⟨hal-01569023⟩
  • Yann Dauxais, David Gross-Amblard, Thomas Guyet, André Happe. Extraction de chroniques discriminantes. Extraction et Gestion des Connaissances (EGC), Jan 2017, Grenoble, France. ⟨hal-01413473⟩
  • Clément Gautrais, Yann Dauxais, Maël Guilleme. Multi-Plant Photovoltaic Energy Forecasting Challenge: Second place solution. Discovery Challenges co-located with European Conference on Machine Learning - Principle and Practice of Knowledge Discovery in Database, Sep 2017, Skopje, Macedonia. ⟨hal-01639813⟩
  • Frédéric Balusson, Marie-Anne Botrel, Olivier Dameron, Yann Dauxais, Erwan Drezen, et al.. PEPS: a platform for supporting studies in pharmaco-epidemiology using medico-administrative databases. International Congress on e-Health Research, Oct 2016, Paris, France. ⟨hal-01380939⟩
  • Valentin Lemière, Yann Dauxais, Patrice Boizumault, Arnaud Lallouet. Mining frequent patterns using CP: a comparative study. 22nd International Conference on Principles and Practice of Constraint Programming (Doctoral Program at CP’16), Sep 2016, Toulouse, France. ⟨hal-02088761⟩
  • Yann Dauxais, David Gross-Amblard, Thomas Guyet, André Happe. Chronicles mining in a database of drugs exposures. ECML Doctoral consortium, Sep 2015, Porto, Portugal. ⟨hal-01184100⟩

Book sections1 document

  • Yann Dauxais, David Gross-Amblard, Thomas Guyet, André Happe. Discriminant chronicle mining. B. Pinaud; F. Guillet; F. Gandon and C. Largeron. Advances in Knowledge Discovery and Management (vol 8), Springer, Cham, pp.89-118, 2019, Advances in Knowledge Discovery and Management, 978-3-030-18128-4. ⟨10.1007/978-3-030-18129-1_5⟩. ⟨hal-01940146⟩