This is a list of my publications with my PhD student Arnaud de Myttenaere, ordered by publication date. My full list of publications is here.

  • Mean Absolute Percentage Error for regression models (2016) Arnaud De Myttenaere, Boris Golden, Bénédicte Le Grand and Fabrice Rossi. Neurocomputing, volume 192, pages 38 - 48, June 2016.
  • Study of a bias in the offline evaluation of a recommendation algorithm (2015) Arnaud De Myttenaere, Boris Golden, Bénédicte Le Grand and Fabrice Rossi. In Advances in Data Mining (proceedings of the 11th Industrial Conference on Data Mining, ICDM 2015), edited by Petra Perner, pages 57-70, Hamburg, Germany, July 2015.
  • Consistance de la minimisation du risque empirique pour l'optimisation de l'erreur relative moyenne (2015) Arnaud De Myttenaere, Bénédicte Le Grand and Fabrice Rossi. In Actes des 47èmes Journées de Statistique de la SFdS, Lille, France, June 2015.
  • Using the Mean Absolute Percentage Error for Regression Models (2015) Arnaud De Myttenaere, Boris Golden, Bénédicte Le Grand and Fabrice Rossi. In Proceedings of the 23-th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2015), pages 113-118, Bruges, Belgique, April 2015.
  • Reducing offline evaluation bias of collaborative filtering algorithms (2015) Arnaud De Myttenaere, Boris Golden, Bénédicte Le Grand and Fabrice Rossi. In Proceedings of the 23-th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2015), pages 137-142, Bruges, Belgique, April 2015.
  • Reducing Offline Evaluation Bias in Recommendation Systems (2014) Arnaud De Myttenaere, Boris Golden, Bénédicte Le Grand and Fabrice Rossi. In Proceedings of 23rd annual Belgian-Dutch Conference on Machine Learning (Benelearn 2014), edited by Benoît Frénay, Michel Verleysen and Pierre Dupont, pages 55-62, Brussels (Belgium), June 2014.