Sparse Biclustering of Transposable Data

Transposable regularized covariance models with an application to missing data imputation

(2010) Genevera I. Allen et al.   Annals of Applied Statistics

FABIA: factor analysis for bicluster acquisition

(2010) Sepp Hochreiter et al.   BIOINFORMATICS

Biclustering via Sparse Singular Value Decomposition

(2010) Mihee Lee et al.   BIOMETRICS

A Framework for Feature Selection in Clustering

(2010) Daniela M. Witten et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Finding large average submatrices in high dimensional data

(2009) Andrey A. Shabalin et al.   Annals of Applied Statistics

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

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

Covariance-regularized regression and classification for high dimensional problems

(2009) Daniela M. Witten et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Bayesian biclustering of gene expression data

(2008) Jiajun Gu et al.   BMC GENOMICS

Coclustering of Human Cancer Microarrays Using Minimum Sum-Squared Residue Coclustering

(2008) Hyuk Cho et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

Statistical Significance of Clustering for High-Dimension, Low–Sample Size Data

(2008) Yufeng Liu et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Penalized model-based clustering with cluster-specific diagonal covariance matrices and grouped variables

(2008) Benhuai Xie et al.   Electronic Journal of Statistics

Variable Selection for Model-Based High-Dimensional Clustering and Its Application to Microarray Data

(2007) Sijian Wang et al.   BIOMETRICS