Missing value estimation for DNA microarray gene expression data: local least squares imputation

H. Kim; G. H. Golub; H. Park

doi:10.1093/bioinformatics/bth499

Missing value estimation for DNA microarray gene expression data: local least squares imputation

Bioinformatics ◽

10.1093/bioinformatics/bth499 ◽

2004 ◽

Vol 21 (2) ◽

pp. 187-198 ◽

Cited By ~ 255

Author(s):

H. Kim ◽

G. H. Golub ◽

H. Park

Keyword(s):

Gene Expression ◽

Least Squares ◽

Dna Microarray ◽

Gene Expression Data ◽

Microarray Gene Expression Data ◽

Expression Data ◽

Microarray Gene Expression ◽

Value Estimation ◽

Missing Value Estimation ◽

Microarray Gene

Download Full-text

Missing value estimation for DNA microarray gene expression data: local least squares imputation

Bioinformatics ◽

10.1093/bioinformatics/btk053 ◽

2006 ◽

Vol 22 (11) ◽

pp. 1410-1411 ◽

Cited By ~ 13

Author(s):

H. Kim ◽

G. H. Golub ◽

H. Park

Keyword(s):

Gene Expression ◽

Least Squares ◽

Dna Microarray ◽

Gene Expression Data ◽

Microarray Gene Expression Data ◽

Expression Data ◽

Microarray Gene Expression ◽

Value Estimation ◽

Missing Value Estimation ◽

Microarray Gene

Download Full-text

Missing value estimation for DNA microarray gene expression data with principal curves

2010 International Conference on Bioinformatics and Biomedical Technology ◽

10.1109/icbbt.2010.5478964 ◽

2010 ◽

Author(s):

Jinlong Shi ◽

Zhigang Luo

Keyword(s):

Gene Expression ◽

Dna Microarray ◽

Gene Expression Data ◽

Microarray Gene Expression Data ◽

Expression Data ◽

Principal Curves ◽

Microarray Gene Expression ◽

Value Estimation ◽

Missing Value Estimation ◽

Microarray Gene

Download Full-text

A weighted Local Least Squares Imputation method for missing value estimation in microarray gene expression data

International Journal of Data Mining and Bioinformatics ◽

10.1504/ijdmb.2010.033524 ◽

2010 ◽

Vol 4 (3) ◽

pp. 331 ◽

Cited By ~ 11

Author(s):

Wai Ki Ching ◽

min Li ◽

Nam Kiu Tsing ◽

Ching Wan Tai ◽

Tuen Wai Ng ◽

...

Keyword(s):

Gene Expression ◽

Least Squares ◽

Gene Expression Data ◽

Microarray Gene Expression Data ◽

Imputation Method ◽

Expression Data ◽

Microarray Gene Expression ◽

Value Estimation ◽

Missing Value Estimation ◽

Microarray Gene

Download Full-text

A Modified Local Least Squares-Based Missing Value Estimation Method in Microarray Gene Expression Data

2013 2nd International Conference on Advanced Computing, Networking and Security ◽

10.1109/adcons.2013.11 ◽

2013 ◽

Cited By ~ 1

Author(s):

Shilpi Bose ◽

Chandra Das ◽

Tamaghna Gangopadhyay ◽

Samiran Chattopadhyay

Keyword(s):

Gene Expression ◽

Least Squares ◽

Gene Expression Data ◽

Estimation Method ◽

Microarray Gene Expression Data ◽

Expression Data ◽

Microarray Gene Expression ◽

Value Estimation ◽

Missing Value Estimation ◽

Microarray Gene

Download Full-text

A novel interpolation based missing value estimation method to predict missing values in microarray gene expression data

2012 International Conference on Communications, Devices and Intelligent Systems (CODIS) ◽

10.1109/codis.2012.6422202 ◽

2012 ◽

Cited By ~ 3

Author(s):

Shilpi Bose ◽

Chandra Das ◽

Sourav Dutta ◽

Samiran Chattopadhyay

Keyword(s):

Gene Expression ◽

Gene Expression Data ◽

Missing Values ◽

Estimation Method ◽

Microarray Gene Expression Data ◽

Expression Data ◽

Microarray Gene Expression ◽

Value Estimation ◽

Missing Value Estimation ◽

Microarray Gene

Download Full-text

A mixture model-based cluster analysis of DNA microarray gene expression data on Brahman and Brahman composite steers fed high-, medium-, and low-quality diets1

Journal of Animal Science ◽

10.2527/2003.8181900x ◽

2003 ◽

Vol 81 (8) ◽

pp. 1900-1910 ◽

Cited By ~ 40

Author(s):

A. Reverter ◽

K. A. Byrne ◽

H. L. Bruce ◽

Y. H. Wang ◽

B. P. Dalrymple ◽

...

Keyword(s):

Gene Expression ◽

Cluster Analysis ◽

Mixture Model ◽

Dna Microarray ◽

Gene Expression Data ◽

Microarray Gene Expression Data ◽

Expression Data ◽

Microarray Gene Expression ◽

Model Based ◽

Microarray Gene

Download Full-text

INCORPORATING FEATURE RANKING AND EVOLUTIONARY METHODS FOR THE CLASSIFICATION OF HIGH-DIMENSIONAL DNA MICROARRAY GENE EXPRESSION DATA

Australasian Medical Journal ◽

10.21767/amj.2013.1641 ◽

2013 ◽

Vol 06 (05) ◽

Author(s):

Mani Abedini ◽

Michael Kirley ◽

Raymond Chiong

Keyword(s):

Gene Expression ◽

Dna Microarray ◽

Gene Expression Data ◽

Microarray Gene Expression Data ◽

High Dimensional ◽

Feature Ranking ◽

Expression Data ◽

Microarray Gene Expression ◽

Microarray Gene

Download Full-text

Incorporating feature ranking and evolutionary methods for the classification of high-dimensional DNA microarray gene expression data

Australasian Medical Journal ◽

10.4066/amj.2013.1641 ◽

2013 ◽

Vol 6 (5) ◽

pp. 272-279 ◽

Cited By ~ 6

Author(s):

Mani Abedini

Keyword(s):

Gene Expression ◽

Dna Microarray ◽

Gene Expression Data ◽

Microarray Gene Expression Data ◽

High Dimensional ◽

Feature Ranking ◽

Expression Data ◽

Microarray Gene Expression ◽

Microarray Gene

Download Full-text

Partial least squares dimension reduction for microarray gene expression data with a censored response

Mathematical Biosciences ◽

10.1016/j.mbs.2004.10.007 ◽

2005 ◽

Vol 193 (1) ◽

pp. 119-137 ◽

Cited By ~ 11

Author(s):

Danh V. Nguyen

Keyword(s):

Gene Expression ◽

Dimension Reduction ◽

Least Squares ◽

Partial Least Squares ◽

Gene Expression Data ◽

Microarray Gene Expression Data ◽

Expression Data ◽

Microarray Gene Expression ◽

Microarray Gene ◽

Censored Response

Download Full-text

Differential analysis of DNA microarray gene expression data

Molecular Microbiology ◽

10.1046/j.1365-2958.2003.03298.x ◽

2003 ◽

Vol 47 (4) ◽

pp. 871-877 ◽

Cited By ~ 79

Author(s):

G. Wesley Hatfield ◽

She-pin Hung ◽

Pierre Baldi

Keyword(s):

Gene Expression ◽

Dna Microarray ◽

Gene Expression Data ◽

Microarray Gene Expression Data ◽

Expression Data ◽

Differential Analysis ◽

Microarray Gene Expression ◽

Microarray Gene

Download Full-text