Variable selection for generalized canonical correlation analysis

The genomic and transcriptomic architecture of 2,000 breast tumours reveals novel subgroups

(2012) Christina Curtis et al.   NATURE

Significant correlation between a set of genetic polymorphisms and a functional brain network revealed by feature selection and sparse Partial Least Squares

(2012) Édith Le Floch et al.   NEUROIMAGE

Mesenchymal Transition and PDGFRA Amplification/Mutation Are Key Distinct Oncogenic Events in Pediatric Diffuse Intrinsic Pontine Gliomas

(2012) Stephanie Puget et al.   PLoS One

Penalized classification using Fisher's linear discriminant

(2011) Daniela M. Witten et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Regularized Generalized Canonical Correlation Analysis

(2011) Arthur Tenenhaus et al.   PSYCHOMETRIKA

Sparse canonical correlation analysis

(2010) David R. Hardoon et al.   MACHINE LEARNING

A penalized matrix decomposition, with applications to sparse principal components and canonical correlation analysis

(2009) D. M. Witten et al.   BIOSTATISTICS

Regularized gene selection in cancer microarray meta-analysis

(2009) Shuangge Ma et al.   BMC BIOINFORMATICS

Sparse CCA using a Lasso with positivity constraints

(2009) Anastasia Lykou et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS