Feature selection for kernel methods in systems biology

por Brouard, Céline, Mariette, Jérôme, Flamary, Rémi, Vialaneix, Nathalie
Publicado 2022

Improved Small Molecule Identification through Learning Combinations of Kernel Regression Models

por Brouard, Céline, Bassé, Antoine, d’Alché-Buc, Florence, Rousu, Juho
Publicado 2019

Fast metabolite identification with Input Output Kernel Regression

por Brouard, Céline, Shen, Huibin, Dührkop, Kai, d'Alché-Buc, Florence, Böcker, Sebastian, Rousu, Juho
Publicado 2016

Learning a Markov Logic network for supervised gene regulatory network inference

por Brouard, Céline, Vrain, Christel, Dubois, Julie, Castel, David, Debily, Marie-Anne, d’Alché-Buc, Florence
Publicado 2013

Machine Learning of Protein Interactions in Fungal Secretory Pathways

por Kludas, Jana, Arvas, Mikko, Castillo, Sandra, Pakula, Tiina, Oja, Merja, Brouard, Céline, Jäntti, Jussi, Penttilä, Merja, Rousu, Juho
Publicado 2016

Critical Assessment of Small Molecule Identification 2016: automated methods

por Schymanski, Emma L., Ruttkies, Christoph, Krauss, Martin, Brouard, Céline, Kind, Tobias, Dührkop, Kai, Allen, Felicity, Vaniya, Arpana, Verdegem, Dries, Böcker, Sebastian, Rousu, Juho, Shen, Huibin, Tsugawa, Hiroshi, Sajed, Tanvir, Fiehn, Oliver, Ghesquière, Bart, Neumann, Steffen
Publicado 2017