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Brouard, Celine
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1

Should we really use graph neural networks for transcriptom..:

Brouard, Céline ; Mourad, Raphaël ; Vialaneix, Nathalie
Briefings in Bioinformatics.  25 (2024)  2 - p. , 2024
Link: https://doi.org/10.1093/..
 
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2

Feature selection for kernel methods in systems biology:

Brouard, Céline ; Mariette, Jérôme ; Flamary, Rémi.
NAR Genomics and Bioinformatics.  4 (2022)  1 - p. , 2022
Link: https://doi.org/10.1093/..
 
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3

RNA expression dataset of 384 sunflower hybrids in field co..:

Penouilh-Suzette, Charlotte ; Pomiès, Lise ; Duruflé, Harold...
OCL.  27 (2020)  - p. 36 , 2020
Link: https://doi.org/10.1051/..
 
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4

Pushing Data into CP Models Using Graphical Model Learning ..:

, In: Lecture Notes in Computer Science; Principles and Practice of Constraint Programming,
Brouard, Céline ; de Givry, Simon ; Schiex, Thomas - p. 811-827 , 2020
Link: https://doi.org/10.1007/..
 
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5

Improved Small Molecule Identification through Learning Com..:

Brouard, Céline ; Bassé, Antoine ; d'Alché-Buc, Florence.
Metabolites.  9 (2019)  8 - p. 160 , 2019
Link: https://doi.org/10.3390/..
 
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6

Critical Assessment of Small Molecule Identification 2016: ..:

Schymanski, Emma L. ; Ruttkies, Christoph ; Krauss, Martin...
Journal of Cheminformatics.  9 (2017)  1 - p. , 2017
Link: https://doi.org/10.1186/..
 
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7

Machine Learning of Protein Interactions in Fungal Secretor..:

Kludas, Jana ; Arvas, Mikko ; Castillo, Sandra...
PLOS ONE.  11 (2016)  7 - p. e0159302 , 2016
Link: https://doi.org/10.1371/..
 
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8

Fast metabolite identification with Input Output Kernel Reg..:

Brouard, Céline ; Shen, Huibin ; Dührkop, Kai...
Bioinformatics.  32 (2016)  12 - p. i28-i36 , 2016
Link: https://doi.org/10.1093/..
 
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9

Learning a Markov Logic network for supervised gene regulat..:

Brouard, Céline ; Vrain, Christel ; Dubois, Julie...
BMC Bioinformatics.  14 (2013)  1 - p. , 2013
Link: https://doi.org/10.1186/..
 
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10

Extension de la NMF supervisée pour l'intégration de donnée..:

Mercadié, Aurélie ; Gravier, Eleonore ; Josse, Gwendal..
hal-04154752.  , 2023
Link: https://hal.inrae.fr/hal..
 
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11

Learning to Predict Graphs with Fused Gromov-Wasserstein Ba..:

Brogat-Motte, Luc ; Flamary, Rémi ; Brouard, Céline..
http://arxiv.org/abs/2202.03813.  , 2022
Link: http://arxiv.org/abs/220..
 
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12

Feature selection for kernel methods in systems biology:

Brouard, Celine ; Mariette, Jérôme, J ; Flamary, Rémi.
info:eu-repo/semantics/altIdentifier/doi/10.1093/nargab/lqac014.  , 2022
Link: https://hal.science/hal-..
 
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13

Feature selection for kernel methods in systems biology:

Brouard, Celine ; Mariette, Jérôme, J ; Flamary, Rémi.
info:eu-repo/semantics/altIdentifier/doi/10.1093/nargab/lqac014.  , 2022
Link: https://hal.science/hal-..
 
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14

Vector-Valued Least-Squares Regression under Output Regular..:

Brogat-Motte, Luc ; Rudi, Alessandro ; Brouard, Céline..
Journal of Machine Learning Research.  , 2022
Link: https://aaltodoc.aalto.f..
 
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15

Gene regulatory network inference methodology for genomic a..:

Pomiès, Lise ; Brouard, Celine ; Duruflé, Harold...
info:eu-repo/semantics/altIdentifier/doi/10.1093/bioinformatics/btac445.  , 2022
Link: https://hal.inrae.fr/hal..
 
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