Missing value imputation for gene expression data: computational techniques to recover missing data from available information

Comparative analysis of missing value imputation methods to improve clustering and interpretation of microarray experiments

(2010) Magalie Celton et al.   BMC GENOMICS

Which missing value imputation method to use in expression profiles: a comparative study and two selection schemes

(2009) Guy N Brock et al.   BMC BIOINFORMATICS

Dealing with missing values in large-scale studies: microarray data imputation and beyond

(2009) T. Aittokallio   BRIEFINGS IN BIOINFORMATICS

Autoregressive-Model-Based Missing Value Estimation for DNA Microarray Time Series Data

(2009) Miew Keen Choong et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Missing value imputation for microarray gene expression data using histone acetylation information

(2008) Qian Xiang et al.   BMC BIOINFORMATICS

Discovering biclusters in gene expression data based on high-dimensional linear geometries

(2008) Xiangchao Gan et al.   BMC BIOINFORMATICS

Identification of coherent patterns in gene expression data using an efficient biclustering algorithm and parallel coordinate visualization

(2008) Kin-On Cheng et al.   BMC BIOINFORMATICS

Missing value imputation improves clustering and interpretation of gene expression microarray data

(2008) Johannes Tuikkala et al.   BMC BIOINFORMATICS

Accounting for one-channel depletion improves missing value imputation in 2-dye microarray data

(2008) Cecilia Ritz et al.   BMC GENOMICS

Sequential local least squares imputation estimating missing value of microarray data

(2008) Xiaobai Zhang et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Ameliorative missing value imputation for robust biological knowledge inference

(2008) Muhammad Shoaib B. Sehgal et al.   JOURNAL OF BIOMEDICAL INFORMATICS

A new geometric biclustering algorithm based on the Hough transform for analysis of large-scale microarray data

(2007) Hongya Zhao et al.   JOURNAL OF THEORETICAL BIOLOGY