Non-negative matrix factorization as a pre-processing tool for travelers temporal profiles clustering. - Léna Carel; Pierre Alquier (ESANN, 2017)

Simultaneous dimension reduction and clustering via the NMF-EM algorithm. - Léna Carel; Pierre Alquier (Adv. Data Anal. Classif., 2021)