Articles
L. Carel, P. Alquier, Simultaneous Dimension Reduction and Clustering via the NMF-EM Algorithm, Advances in Data Analysis and Classification, 2021, vol. 15, no. 1, pp.231-260.
Proceedings
L. Carel, P. Alquier, Non-negative Matrix Factorization as a Pre-processing tool for Travelers Temporal Profiles Clustering, Proceedings of the 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), 2017, M. Verleysen Edt., i6doc.com Publ., pp. 417-422.
L. Carel, P. Alquier, Prévision de la fréquentation d'un réseau de transport à l'aide de modèles additifs généralisés, Proceedings of the 50th "Journées des Statistiques", 2018.