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Author: personID (integer) : 856013

Inferring biological networks with output kernel trees

Pierre Geurts , Nizar Touleimat , Marie Dutreix , Florence d'Alché-Buc
BMC Bioinformatics, 2007, 8 (Suppl 2), ⟨10.1186/1471-2105-8-S2-S4⟩
Journal articles cea-01833174v1

Approches évolutionnaires pour l'apprentissage de réseaux de régulation transcriptionnelle.

Cédric Auliac , Vincent Frouin , Florence d'Alché-Buc
Conférence francophone sur l'Apprentissage automatique (CAp), 2007, Grenoble, France. pp.(Elec. Proc.)
Conference papers hal-00341913v1

Learning Transcriptional Regulatory Networks with Evolutionary Algorithms Enhanced with Niching

Cédric Auliac , Florence d'Alché-Buc , Vincent Frouin
Applications of Fuzzy Sets Theory, expanded from 7th International Workshop on Fuzzy Logic and Applications (WILF 2007), 2007, Porto-Fino, Italy. pp.612--619, ⟨10.1007/978-3-540-73400-0_78⟩
Conference papers istex hal-00341912v1

Modeling of biological networks

Florence d'Alché-Buc , Vincent Schächter
Proceedings of XI International Symposium on Applied Stochastic Models and Data Analysis (AMSDA), 2005, Brest, France. pp.167--180
Conference papers hal-00341911v1
Image document

Learning a Markov Logic network for supervised gene regulatory network inference

Celine Brouard , Christel Vrain , Julie Dubois , David Castel , Marie-Anne Debily , et al.
BMC Bioinformatics, 2013, 14 (1), pp.273. ⟨10.1186/1471-2105-14-273⟩
Journal articles hal-00868767v1
Image document

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 Bioinformatics, 2008, 9, pp.91. ⟨10.1186/1471-2105-9-91⟩
Journal articles cea-00307649v1

Markov Logic Network for supervised gene regulation inference: application to the ID2 regulatory network in human keratinocytes

Celine Brouard , Julie Dubois , Christel Vrain , David Castel , Marie-Anne Debily , et al.
International Workshop on Machine Learning in Systems Biology, Sep 2012, Bâle, Switzerland
Conference papers hal-00833312v1

CycSim - an online genome-scale metabolic model simulator and browser, integrated with pathways databases

Francois Le Fevre , Serge Smidtas , Cyril Combe , Florence d'Alché-Buc , Vincent Schächter
BMC Bioinformatics, 2009, 25 (15), pp.1987--1989
Journal articles hal-00647875v1
Image document

Operator-valued Kernel-based Vector Autoregressive Models for Network Inference

Néhémy Lim , Florence d'Alché-Buc , Cédric Auliac , George Michailidis
Machine Learning, 2015, 99 (3), pp.489-513. ⟨10.1007/s10994-014-5479-3⟩
Journal articles hal-00872342v2