Non-negative Matrix Factorization: A blind sources separation method to unmix fluorescence spectra. - Anne-Sophie Montcuquet; Lionel Hervé; Laurent Guyon; Jean-Marc Dinten; Jérôme I. Mars (WHISPERS, 2009)

Incorporating interaction networks into the determination of functionally related hit genes in genomic experiments with Markov random fields. - Sean Robinson; Jaakko Nevalainen; Guillaume Pinna; Anna Campalans; J. Pablo Radicella; Laurent Guyon (Bioinform., 2017)

IoTMap: a protocol-agnostic multi-layer system to detect application patterns in IoT networks. - Jonathan Tournier; François Lesueur; Frédéric Le Mouël; Laurent Guyon; Hicham Ben-Hassine (IOT, 2020)

miRViz: a novel webserver application to visualize and interpret microRNA datasets. - Pierre Giroux; Ricky Bhajun; Stéphane Segard; Claire Picquenot; Céline Charavay; Lise Desquilles; Guillaume Pinna; Christophe Ginestier; Josiane Denis; Nadia Cherradi; Laurent Guyon (Nucleic Acids Res., 2020)

A survey of IoT protocols and their security issues through the lens of a generic IoT stack. - Jonathan Tournier; François Lesueur; Frédéric Le Mouël; Laurent Guyon; Hicham Ben-Hassine (Internet Things, 2021)