Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays, Proceedings of the National Academy of Sciences, vol.96, issue.12, pp.96-6745, 1999. ,
DOI : 10.1073/pnas.96.12.6745
Emergence of scaling in random networks, Science, vol.286, issue.5439, pp.509-512, 1999. ,
Evaluating microarraybased classifiers: an overview, Cancer Informatics, vol.6, pp.53-61, 2008. ,
Support-vector networks, Machine Learning, vol.1, issue.3, pp.273-297, 1995. ,
DOI : 10.1007/BF00994018
THE USE OF MULTIPLE MEASUREMENTS IN TAXONOMIC PROBLEMS, Annals of Eugenics, vol.59, issue.2, pp.179-188, 1936. ,
DOI : 10.1111/j.1469-1809.1936.tb02137.x
Molecular Classification of Cancer: Class Discovery and Class Prediction by Gene Expression Monitoring, Science, vol.286, issue.5439, pp.531-537, 1999. ,
DOI : 10.1126/science.286.5439.531
Regularized linear discriminant analysis and its application in microarrays, Biostatistics, vol.8, issue.1, pp.86-100, 2007. ,
DOI : 10.1093/biostatistics/kxj035
Network-constrained regularization and variable selection for analysis of genomic data, Bioinformatics, vol.24, issue.9, pp.1175-1182, 2008. ,
DOI : 10.1093/bioinformatics/btn081
Artificial gene networks for objective comparison of analysis algorithms, Bioinformatics, vol.19, issue.Suppl 2, pp.122-129, 2003. ,
DOI : 10.1093/bioinformatics/btg1069
Classification of microarray data using gene networks, BMC Bioinformatics, vol.8, issue.1, p.35, 2007. ,
DOI : 10.1186/1471-2105-8-35
URL : https://hal.archives-ouvertes.fr/hal-00433577
A Shrinkage Approach to Large-Scale Covariance Matrix Estimation and Implications for Functional Genomics, Statistical Applications in Genetics and Molecular Biology, vol.4, issue.1, p.32, 2005. ,
DOI : 10.2202/1544-6115.1175
Gene Association Networks from Microarray Data Using a Regularized Estimation of Partial Correlation Based on PLS Regression, IEEE/ACM Transactions on Computational Biology and Bioinformatics, vol.7, issue.2 ,
DOI : 10.1109/TCBB.2008.87
URL : https://hal.archives-ouvertes.fr/hal-00486420
Incorporating gene networks into statistical tests for genomic data via a spatially correlated mixture model, Bioinformatics, vol.24, issue.3, pp.404-411, 2008. ,
DOI : 10.1093/bioinformatics/btm612
Graphical Models in Applied Multivariate Statistics, 1990. ,