Bladder Cancer Stage and Outcome by Array-Based Comparative Genomic Hybridization, Clin Cancer Res, issue.19, pp.11-7012, 2005. ,
A training algorithm for optimal margin classifiers, Proceedings of the fifth annual workshop on Computational learning theory , COLT '92, pp.144-152, 1992. ,
DOI : 10.1145/130385.130401
17q gain in neuroblastoma predicts adverse clinical outcome, Medical and Pediatric Oncology, vol.16, issue.1, pp.14-19 ,
DOI : 10.1002/1096-911X(20010101)36:1<14::AID-MPO1005>3.0.CO;2-G
Convex Optimization, 2004. ,
Atomic Decomposition by Basis Pursuit, SIAM Journal on Scientific Computing, vol.20, issue.1, pp.33-61, 1998. ,
DOI : 10.1137/S1064827596304010
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.113.7694
Using array-comparative genomic hybridization to define molecular portraits of primary breast cancers, Oncogene, vol.23, issue.13, pp.26-1959, 2006. ,
DOI : 10.1038/sj.onc.1209985
KIF14 is a candidate oncogene in the 1q minimal region of genomic gain in multiple cancers, Oncogene, vol.189, issue.30, pp.24-4741, 2005. ,
DOI : 10.1038/sj.onc.1208641
Support-vector networks, Machine Learning, pp.273-297, 1995. ,
DOI : 10.1007/BF00994018
Least angle regression, Ann. Stat, vol.32, issue.2, pp.407-499, 2004. ,
Large-Scale Bayesian Logistic Regression for Text Categorization, Technometrics, vol.49, issue.3, pp.291-304, 2007. ,
DOI : 10.1198/004017007000000245
DNA microarrays: More than gene expression, Nature, vol.437, issue.7062, pp.1195-1198, 2005. ,
DOI : 10.1038/4371195a
The Hallmarks of Cancer, Cell, vol.100, issue.1, pp.57-70, 2000. ,
DOI : 10.1016/S0092-8674(00)81683-9
BAC array CGH distinguishes mutually exclusive alterations that define clinicogenetic subtypes of gliomas, International Journal of Cancer, vol.65, issue.8, 2007. ,
DOI : 10.1002/ijc.23270
URL : https://hal.archives-ouvertes.fr/inserm-00310507
Molecular Cytogenetic Identification of Subgroups of Grade III Invasive Ductal Breast Carcinomas with Different Clinical Outcomes, Clinical Cancer Research, vol.10, issue.18, pp.10-5988, 2004. ,
DOI : 10.1158/1078-0432.CCR-03-0731
A Bayesian approach to joint feature selection and classifier design, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.26, issue.9, pp.1105-1116, 2004. ,
DOI : 10.1109/TPAMI.2004.55
Variable fusion: A new adaptive signal regression method, 1996. ,
Comparative genomic hybridization study of primary neuroblastoma tumors, Genes, Chromosomes and Cancer, vol.82, issue.3, pp.162-169, 1997. ,
DOI : 10.1002/(SICI)1098-2264(199703)18:3<162::AID-GCC2>3.0.CO;2-#
Array comparative genome hybridization for tumor classification and gene discovery in mouse models of malignant melanoma, Cancer Res, issue.17, pp.63-5352, 2003. ,
Fine mapping of chromosome 3 in uveal melanoma: Identification of a minimal region of deletion on chromosomal, Cancer Res, issue.23, pp.63-8507, 2003. ,
High resolution analysis of DNA copy number variation using comparative genomic hybridization to microarrays, Nature Genetics, vol.20, issue.2, pp.207-211, 1998. ,
DOI : 10.1038/2524
Fus/erg gene fusions in ewing's tumors, Cancer Res, issue.15, pp.63-4568, 2003. ,
Chromosomal gains and losses in uveal melanomas detected by comparative genomic hybridization, Cancer Res, issue.14, pp.54-3817, 1994. ,
Regional copy number???independent deregulation of transcription in cancer, Nature Genetics, vol.12, issue.12, pp.38-1386, 2006. ,
DOI : 10.1038/ng1923
Using SeDuMi 1.02, a MATLAB toolbox for optimization over symmetric cones. Optimization Methods and Software, pp.11-12, 1999. ,
DOI : 10.1080/10556789908805766
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.49.6954
Regression shrinkage and selection via the lasso, J. Royal. Statist. Soc. B, vol.58, issue.1, pp.267-288, 1996. ,
DOI : 10.1111/j.1467-9868.2011.00771.x
THE LASSO METHOD FOR VARIABLE SELECTION IN THE COX MODEL, Statistics in Medicine, vol.16, issue.4, pp.385-395, 1997. ,
DOI : 10.1002/(SICI)1097-0258(19970228)16:4<385::AID-SIM380>3.0.CO;2-3
Spatial smoothing and hot spot detection for CGH data using the fused lasso, Biostatistics, vol.9, issue.1, 2007. ,
DOI : 10.1093/biostatistics/kxm013
Genomic Profiling and Identification of High-Risk Uveal Melanoma by Array CGH Analysis of Primary Tumors and Liver Metastases, Investigative Opthalmology & Visual Science, vol.50, issue.6, 2008. ,
DOI : 10.1167/iovs.08-2296
Partial deletions of the long and short arm of chromosome 3 point to two tumor suppressor genes in uveal melanoma, Cancer Res, issue.8, pp.61-3439, 2001. ,
Array-CGH and breast cancer, Breast Cancer Research, vol.7, issue.Spec No 2, p.210, 2006. ,
DOI : 10.1186/bcr1510
Localization of the 17q breakpoint of a constitutional 1;17 translocation in a patient with neuroblastoma within a 25-kb segment located between the accn1 and tlk2 genes and near the distal breakpoints of two microdeletions in neurofibromatosis type 1 patients, 2002. ,
Statistical Learning Theory, 1998. ,
Centromeric copy number of chromosome 7 is strongly correlated with tumor grade and labeling index in human bladder cancer, Cancer Res, issue.14, pp.51-3807, 1991. ,
Combined cDNA Array Comparative Genomic Hybridization and Serial Analysis of Gene Expression Analysis of Breast Tumor Progression, Cancer Research, vol.66, issue.8, pp.66-4065, 2006. ,
DOI : 10.1158/0008-5472.CAN-05-4083
1-norm support vector machines, Adv. Neural. Inform. Process Syst, 2004. ,