NV
Nathalie Vialaneix
232
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Extension de la NMF supervisée pour l'intégration de données omiquesJournée de Statistique de la SFdS, Société Française de Statistique, Jul 2023, Bruxelles, Belgium
Conference papers
hal-04154752v1
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Modélisation de données métabolomiques longitudinales par voies métaboliquesJournées de statistique de la SFdS, Société Française de Statistique, Jul 2023, Bruxelles (BE), Belgique
Conference papers
hal-04154758v1
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Multi-omics data integration methods: kernel and other machine learning approachesMachine Learning for Life Sciences, Key Initiative MUSE, Université de Montpellier, Nov 2022, Montpellier, France
Conference papers
hal-03856931v1
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Sélection d'intervalles pour des prédicteurs fonctionnels à partir de forêts aléatoiresJournées de Statistique de la SFdS, Jun 2022, Lyon, France
Conference papers
hal-03697845v1
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CRAN Task Views para Guiar a usuaries de paquetes de RLatinR, Oct 2022, online, Francia
Conference papers
hal-03809780v1
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ASTERICS: A Tool for the ExploRation and Integration of omiCS dataLes Journées Ouvertes en Biologie, Informatique et Mathématiques (JOBIM), Inria; INRAE, Jul 2022, Rennes, France
Conference papers
hal-03697843v1
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Plasmatic and ruminal metabolomes of lambs divergently selected on residual feed intakeEAAP – European Federation of Animal Science 2021, Aug 2021, Davos, Switzerland
Conference papers
hal-03547250v1
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ASICS: identification and quantification of metabolites in complex 1H NMR spectraEuropean RFMF Metabomeeting 2020, Jan 2020, Toulouse, France
Conference papers
hal-02737383v1
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Analyse différentielle de données Hi-C via la Classification Ascendante Hiérarchique sous Contrainte de Contiguïté52èmes Journées de Statistiques de la SFdS, Société Française de Statistique, May 2020, Nice, France. pp.655-660
Conference papers
hal-02892664v1
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Unsupervised variable selection for kernel methods in systems biologyJournée Régionale de Bioinformatique et Biostatistique, Génopole Toulouse, Oct 2019, Toulouse, France
Conference papers
hal-02787253v1
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Organisation nucléaire et expression génique lors du développement chez le porc5. Journée d'Animation Scientifique du réseau épiPhase, Jun 2019, Toulouse, France. 35 p
Conference papers
hal-02736301v1
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Functional annotation of livestock genomes: chromatin structure and regulation of gene expressionASAS/ASDS Midwest Joint Meeting, Mar 2019, Omaha, United States. ⟨10.1093/jas/skz122.028⟩
Conference papers
hal-02735898v1
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Multi-level conservation of chromosome conformation across livestock species reveals evolutionary links between genome structure and functionConference of the International Society for Animal Genetics (ISAG 2019), Jul 2019, Lleida, Spain
Conference papers
hal-02788476v1
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Learning from (dis)similarity dataEuropean R Users Meeting (eRum 2018), May 2019, Budapest, Hungary. 70 p
Conference papers
hal-02785273v1
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Chromatin accessibility conservation across four livestock speciesConference of the International Society for Animal Genetics (ISAG 2019), Jul 2019, Llieda, Spain
Conference papers
hal-02788732v1
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ASICS : identifier et quantifier des métabolites à partir d'un spectre RMN 1H51. Journées de Statistique de la SFdS, Société Française de Statistique (SFdS). FRA., Jun 2019, Nancy, France
Conference papers
hal-02737497v1
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Classification ascendante hiérarchique, contrainte d'ordre : conditions d'applicabilité, interprétabilité des dendrogrammes51èmes Journées de Statistique de la SFdS, Jun 2019, Nancy, France
Conference papers
hal-02734011v1
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Using ASICS to quantify metabolites in 1D 1H NMR spectra: an application to perinatal survival in pigsJournée des Plateformes BioInfo et BioStat du Génotoul, Jan 2018, Toulouse, France
Conference papers
hal-02788399v1
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Multiple hot-deck imputation for network inference from RNA sequencing dataEuropean Conference on Computational Biology (ECCB 2018), Sep 2018, Athènes, Greece
Conference papers
hal-02788524v1
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Adjacency-constrained hierarchical clustering of a band similarity matrix with application to genomicsJournée Régionale de Bioinformatique et Biostatistique, Génopole Toulouse, Dec 2018, Toulouse, France
Conference papers
hal-02788245v1
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An innovative method of gene co expression network inference reveals significant biological processes involved in fetal porcine muscle development23rd International Colloquium on Animal Cytogenetics and Genomics, Jun 2018, Saint Petersburg, Russia. pp.2
Conference papers
hal-02734342v1
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RNAseqNet : un package pour l'inférence de réseaux à partir de données RNA-seq7ème Rencontres R, Jul 2018, Rennes, France
Conference papers
hal-02791466v1
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Random forests for big dataData Science, Statistics & Visualization (DSSV) 2018, Jul 2018, Vienne, Austria
Conference papers
hal-02787208v1
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ASICS : un package R pour l'identification et la quantification de métabolites dans un spectre RMN 1H7ème Rencontres R, Jul 2018, Rennes, France
Conference papers
hal-02791362v1
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Characterization of 3D genomic interactions in fetal pig muscle36. International Society for Animal Genetics Conference (ISAG), Jul 2017, Dublin, Ireland. pp.43
Conference papers
hal-02868765v1
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Stochastic Self-Organizing Map variants with the R package SOMbrero12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, Clustering and Data Visualization (WSOM), Jun 2017, Nancy, France. 7 p., ⟨10.1109/WSOM.2017.8020014⟩
Conference papers
hal-01605663v1
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Accelerating stochastic kernel SOMXXVth European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2017, Bruges, Belgium. pp.269-274
Conference papers
hal-01516660v1
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Unsupervised multiple kernel learning to integrate various metagenomic sources4ème colloque de Génomique Environnementale, Sep 2017, Marseille, France
Conference papers
hal-01604708v1
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Accelerating stochastic kernel SOMXXVth European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2017, Bruges, Belgium. 6 p
Conference papers
hal-02734663v1
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Random forests for big data10th International Conference of the ERCIM WG on Computational and Methodological Statistics, Dec 2017, Londres, United Kingdom
Conference papers
hal-02785199v1
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Progesterone and betahydroxybutyrate in line measurements for a better description and understanding of Holstein cows fertility in field conditions8th European Conference on Precision Livestock Farming (EC-PLF), Sep 2017, Nantes, France. 7 p
Conference papers
hal-01607267v1
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Theoretical and applied aspects of the self-organizing mapsWSOM 2016, Jan 2016, Houston, TX, United States. pp.3-26, ⟨10.1007/978-3-319-28518-4_1⟩
Conference papers
hal-01270701v1
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Multiway-SIR for longitudinal multi-table data integration22nd International Conference on Computational Statistics (COMPSTAT), Aug 2016, Oviedo, Spain. pp.1
Conference papers
hal-02796270v1
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Interpretable sparse sliced inverse regression for functional dataWorkshop Learning with Functional Data, Oct 2016, Lille, France
Conference papers
hal-02799481v1
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Imputation de données manquantes pour l'inférence de r éseau à partir de données RNA-seq48e Journées de la Société Française de Statistique, May 2016, Montpellier, France
Conference papers
hal-01325523v1
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Outils pour chercher de l'information sur R et se formerCinquièmes Rencontres R 2016, Jun 2016, Toulouse, France
Conference papers
hal-02743654v1
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Outils pour chercher de l'information sur R et se formerRencontres R 2016, Jun 2016, Toulouse, France
Conference papers
hal-01352178v1
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Using SOMbrero for clustering and visualizing complex data9th International Conference of the ERCIM WG on Computational and Methodological Statistics, Dec 2016, Séville, Spain
Conference papers
hal-01604379v1
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Using SOMbrero for clustering and visualizing complex dataCMStatistics, Dec 2016, Seville, Spain
Conference papers
hal-01519707v1
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Parcimonie par intervalle pour la régression inverse par tranche fonctionnelle48e Journées de Statistique de la SFdS, May 2016, Montpellier, France. pp.6
Conference papers
hal-01325538v1
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Integrating Tara oceans data sets using multiple kernels15th European Conference on Computational Biology (ECCB 2016), Workshop "Recent Computational Advances in Metagenomics (RCAM)", Sep 2016, The Hague, Netherlands. pp.3
Conference papers
hal-02792439v1
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Sparse online self-organizing maps for large relational dataWSOM 2016, Jan 2016, Houston, TX, United States. pp.27-37, ⟨10.1007/978-3-319-28518-4_6⟩
Conference papers
hal-01270710v1
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3D nuclear positioning of IGF2 alleles and trans interactions with imprinted genes in pig fetal cells22. International Colloquim on Animal Cytogenetics and Genomics (ICACG), Jul 2016, Toulouse, France. 116 p
Conference papers
hal-02743243v1
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Outils pour l'analyse et la simulation de données RNA-seqCinquièmes Rencontres R 2016, Jun 2016, Toulouse, France. 2 p
Conference papers
hal-02739876v1
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Random forests for big dataJournées de Statistique de Rennes (JSTAR), Oct 2016, Rennes, France
Conference papers
hal-02796431v1
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3D nuclear positioning of IGF2 alleles and trans interactions with imprinted genes35. Conference of the International Society for Animal Genetics (ISAG), Jul 2016, Salt Lake City, United States
Conference papers
hal-02742818v1
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Aggregating Self-Organizing Maps with Topology PreservationWSOM 2016, Jan 2016, Houston, TX, United States. pp.27-37, ⟨10.1007/978-3-319-28518-4_2⟩
Conference papers
hal-01270640v1
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Interval sparsity for functional inverse regression2016 CRoNoS Summer Course, 22nd International Conference on Computational Statistics (COMPSTAT), Aug 2016, Oviedo, Spain
Conference papers
hal-02799603v1
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Random forests and big data47ème Journées de Statistique de la SFdS, Société Française de Statistique, Jun 2015, Lille, France
Conference papers
hal-01160643v1
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Multiple dissimilarity SOM for clustering and visualizing graphs with node and edge attributesInternational Conference on Machine Learning, Workshop FEAST, Jul 2015, Lille, France. 1p
Conference papers
hal-01175731v1
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Classification et visualisation de graphes avec SOMbreroQuatrièmes Rencontres R, Jun 2015, Grenoble, France. pp.2
Conference papers
hal-02795287v1
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What is a MOOC?15th Annual Conference of ENBIS, Sep 2015, Prague, Czech Republic
Conference papers
hal-02792063v1
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Classification et visualisation de graphes avec SOMbreroQuatrièmes Rencontres R, Jun 2015, Grenoble, France
Conference papers
hal-01171557v1
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Enseigner la statistique pour l'analyse de mégadonnées47ème Journées de Statistique de la SFdS, Société Française de Statistique (SFdS). FRA., Jun 2015, Lille, France
Conference papers
hal-02742204v1
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Enseigner la statistique pour l'analyse de mégadonnées47èmes Journées de Statistique de la SFdS, Jun 2015, Lille, France
Conference papers
hal-01160638v1
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Data analysis of social simulations outputs: Interpreting the dispersion of variables15th International Workshop on Multi-Agent-Based Simulation (MBAS 2014 @ AAMAS), May 2014, Paris, France. pp.133-150, ⟨10.1007/978-3-319-14627-0_10⟩
Conference papers
hal-01270802v1
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Reconstruction quality of a biological network when its constituting elements are partially observedSeventeenth International Conference on Artificial Intelligence and Statistics (AI & Statistics 2014), Apr 2014, Reykjavik, Iceland. pp.L014
Conference papers
hal-00982758v1
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SOMbrero: an R package for numeric and non-numeric self-organizing mapsWSOM 2014, Jul 2014, Mittweida, Germany. ⟨10.1007/978-3-319-07695-9_21⟩
Conference papers
hal-02743631v1
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Data Analysis of Social Simulations Outputs - Focus on variables dispersionWorkshop on Multi-Agent-Based Simulation, May 2014, Paris, France. Paper session 3, paper 2
Conference papers
hal-00990219v1
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J'ai testé pour vous... un MOOC46e Journées de la Société Française de Statistique, Société Française de Statistique (SFdS). FRA., Jun 2014, Rennes, France
Conference papers
hal-02740506v1
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Self-organizing maps for clustering and visualization of bipartite graphs46e Journées de la Société Française de Statistique, Jun 2014, Rennes, France. pp.109
Conference papers
hal-02739820v1
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J'ai testé pour vous... un MOOCJournées de Statistique de la SFdS, Jun 2014, Rennes, France. pp.90
Conference papers
hal-01001759v1
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Adipose tissue signatures related to weight changes in response to calorie restriction and subsequent weight maintenance using lipidome and gene profiling network analysisBioinformatics/Biostatistics regional workshop, Jun 2014, Toulouse, France. 2 p
Conference papers
hal-02797111v1
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Blood transcriptome response to LPS in pigs65. Annual Meeting of the European Federation of Animal Science (EAAP), Aug 2014, Copenhague, Denmark. pp.274
Conference papers
hal-01210717v1
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Genetics systems of stress responses in pigsBioinformatics/Biostatistics regional workshop, Jun 2014, Toulouse, France
Conference papers
hal-02793146v1
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SOMbrero: an R package for numeric and non-numeric Self-Organizing Maps10th International Workshop, WSOM 2014, Jul 2014, Mittweida, Germany. pp.219-228
Conference papers
hal-01018732v1
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Bagged kernel SOM10th International Workshop, WSOM 2014, Hochschule Esslingen University of Applied Sciences. DEU., Jul 2014, Mittweida, Germany. pp.45-54, ⟨10.1007/978-3-319-07695-9⟩
Conference papers
hal-01018374v1
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Self-Organizing Maps for clustering and visualization of bipartite graphs46e Journées de Statistique de la SFdS, Jun 2014, Rennes, France. pp.109
Conference papers
hal-01001991v1
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Inferring networks from multiple samples with consensus LASSOENBIS Spring Meeting, Apr 2014, Paris, France
Conference papers
hal-02793667v1
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Multiple kernel self-organizing maps21. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2013), Apr 2013, Bruges, Belgium
Conference papers
hal-02747111v1
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Carte auto-organisatrice pour graphes étiquetés.Atelier Fouilles de Grands Graphes (FGG) - EGC'2013, Jan 2013, Toulouse, France. pp.Article numéro 4
Conference papers
hal-00783860v1
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Consensus LASSO : inférence conjointe de réseaux de gènes dans des conditions expérimentales multiples45èmes Journées de Statistique de la SFdS, May 2013, Toulouse, France
Conference papers
hal-00829157v1
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Which dissimilarity is to be used when extracting typologies in sequence analysis? A comparative studyIWANN 2013, Jun 2013, Puerto de la Cruz, Tenerife, Spain. session 12-1A, paper 2
Conference papers
hal-00854302v1
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Classification non supervisée d'un graphe de co-expression avec des méta-données pour la détection de micro-ARNsMARAMI (Modèles et l'Analyse des Réseaux : Approches Mathématiques et Informatiques) 2013, Oct 2013, Saint-Étienne, France. pp.SI-1
Conference papers
hal-00877561v1
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SOMbrero : Cartes auto-organisatrices stochastiques pour l'intégration de données décrites par des tableaux de dissimilarités2èmes Rencontres R, Jun 2013, Lyon, France. pp.99-100
Conference papers
hal-00850514v1
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sexy-rgtk: a package for programming RGtk2 GUI in a user-friendly manner2èmes Rencontres R, Jun 2013, Lyon, France. pp.103-104
Conference papers
hal-00850516v1
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Carte auto-organisatrice pour graphes étiquetésAtelier Fouilles de Grands Graphes - EGC, Jan 2013, Toulouse, France
Conference papers
hal-02807496v1
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Multiple kernel self-organizing mapsEuropean Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2013, Bruges, Belgium. pp.83
Conference papers
hal-00817920v1
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Which dissimilarity is to be used when extracting typologies in sequence analysis? A comparative studyInternational Workshop on Artificial Neural Networks, Jun 2013, Puerto de la Cruz, Tenerife, Spain
Conference papers
hal-02806089v1
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Analyse de données pour des graphes étiquetés44èmes Journées de Statistique, May 2012, Bruxelles, Belgique. pp.196
Conference papers
hal-00707779v1
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Genetic and phenotypic fine characterizations of French porcine reference populationsISAG, Jul 2012, Cairns, Australia. pp.1
Conference papers
hal-01019125v1
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On-line relational SOM for dissimilarity dataWSOM 2012, Dec 2012, Santiago, Chile. pp.13-22
Conference papers
hal-00768948v1
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Exploration relationnelle d'un corpus d'actes notariés médiévauxColloque Configuration(s), Jun 2012, Paris, France
Conference papers
hal-00721403v1
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Comparison of network inference packages and methods for multiple network inference1ères Rencontres R, Jul 2012, Bordeaux, France. pp.93-94
Conference papers
hal-00714444v1
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Comparison of network inference packages and methods for multiple network inference1ères Rencontres R, Jul 2012, Bordeaux, France
Conference papers
hal-00717549v1
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L'analyse d'un réseau de co-expression génique met en valeur des groupes fonctionnels homogènes et des gènes importants relatifs a un phénotype d'intérêtJournées de la Société Française de Statistique, May 2011, Tunis, Tunisie. pp.172
Conference papers
hal-00666613v1
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Diversité et biologie intégrative : des pistes à explorer pour combler le gap entre diversité génétique et diversité phénotypiqueCOLLOQUE FRB : Les Ressources Génétiques (RG) face aux nouveaux enjeux environnementaux, économiques et sociétaux, Sep 2011, Montpellier, France
Conference papers
hal-01000087v1
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