Learning Transcriptional Regulatory Networks with Evolutionary Algorithms Enhanced with Niching. - Cédric Auliac; Florence d'Alché-Buc; Vincent Frouin (WILF, 2007)

Evolutionary approaches for the reverse-engineering of gene regulatory networks: A study on a biologically realistic dataset. - Cédric Auliac; Vincent Frouin; Xavier Gidrol; Florence d'Alché-Buc (BMC Bioinform., 2008)

Approches évolutionnaires pour la reconstruction de réseaux de régulation génétique par apprentissage de réseaux bayésiens. (Learning Bayesian networks with evolutionary approaches for the reverse-engineering of gene regulatory networks). - Cédric Auliac (2008)

Operator-valued kernel-based vector autoregressive models for network inference. - Néhémy Lim; Florence d'Alché-Buc; Cédric Auliac; George Michailidis (Mach. Learn., 2015)