Inferring biological networks with output kernel trees
Pierre Geurts
,
Nizar Touleimat
,
Marie Dutreix
,
Florence d'Alché-Buc
Journal articles
cea-01833174v1
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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
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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
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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
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Learning a Markov Logic network for supervised gene regulatory network inference
Celine Brouard
,
Christel Vrain
,
Julie Dubois
,
David Castel
,
Marie-Anne Debily
,
et al.
Journal articles
hal-00868767v1
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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
Journal articles
cea-00307649v1
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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
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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
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Operator-valued Kernel-based Vector Autoregressive Models for Network Inference
Néhémy Lim
,
Florence d'Alché-Buc
,
Cédric Auliac
,
George Michailidis
Journal articles
hal-00872342v2
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