A powerful framework for an integrative study with heterogeneous omics data: from univariate statistics to multi-block analysis. - Harold Duruflé; Merwann Selmani; Philippe Ranocha; Elisabeth Jamet; Christophe Dunand; Sébastien Déjean (Briefings Bioinform., 2021)

Dimension Reduction for time series with Variational AutoEncoders. - William Todo; Béatrice Laurent; Jean-Michel Loubes; Merwann Selmani (CoRR, 2022)

Counterfactual Explanation for Multivariate Times Series Using A Contrastive Variational Autoencoder. - William Todo; Merwann Selmani; Béatrice Laurent; Jean-Michel Loubes (ICASSP, 2023)