Synthetic dataset generation for non-intrusive load monitoring in commercial buildings. - Simon Henriet; Umut Simsekli; Gaël Richard; Benoit Fuentes (BuildSys, 2017)

A Generative Model for Non-Intrusive Load Monitoring in Commercial Buildings. - Simon Henriet; Umut Simsekli; Benoit Fuentes; Gaël Richard (CoRR, 2018)

Independent-Variation Matrix Factorization With Application to Energy Disaggregation. - Simon Henriet; Umut Simsekli; Sergio Dos Santos; Benoit Fuentes; Gaël Richard (IEEE Signal Process. Lett., 2019)

Matrix Factorization for High Frequency Non Intrusive Load Monitoring: Definitions and Algorithms. - Simon Henriet; Benoit Fuentes; Umut Simsekli; Gaël Richard (NILM@SenSys, 2020)

La désagrégation de consommations électriques dans les grands bâtiments : analyses, simulations et apprentissage non-supervisé par factorisation de matrices. (On solving the non intrusive load monitoring problem in large buildings : analyses, simulations and factorization based unsupervised learning). - Simon Henriet (2020)