An improvement of missing value imputation in DNA microarray data using cluster-based LLS method
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Werasak Kurutach | Tossapon Boongoen | Phimmarin Keerin | W. Kurutach | Tossapon Boongoen | Phimmarin Keerin
[1] Michael Ruogu Zhang,et al. Comprehensive identification of cell cycle-regulated genes of the yeast Saccharomyces cerevisiae by microarray hybridization. , 1998, Molecular biology of the cell.
[2] Rainer Spang,et al. Diagnostic signatures from microarrays: a bioinformatics concept for personalized medicine. , 2003, Drug discovery today.
[3] Chengqi Zhang,et al. Guest Editors' Introduction: Information Enhancement for Data Mining , 2004, IEEE Intell. Syst..
[4] Christian A. Rees,et al. Molecular portraits of human breast tumours , 2000, Nature.
[5] Russ B. Altman,et al. Missing value estimation methods for DNA microarrays , 2001, Bioinform..
[6] Werasak Kurutach,et al. Cluster-based KNN missing value imputation for DNA microarray data , 2012, 2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC).
[7] R. Suganya,et al. Data Mining Concepts and Techniques , 2010 .
[8] Tossapon Boongoen,et al. A New Locally Weighted K-Means for Cancer-Aided Microarray Data Analysis , 2012, Journal of Medical Systems.
[9] Gene H. Golub,et al. Missing value estimation for DNA microarray gene expression data: local least squares imputation , 2005, Bioinform..
[10] Tero Aittokallio,et al. Dealing with missing values in large-scale studies: microarray data imputation and beyond , 2010, Briefings Bioinform..
[11] Serge A. Hazout,et al. Influence of microarrays experiments missing values on the stability of gene groups by hierarchical clustering , 2004, BMC Bioinformatics.
[12] D. Botstein,et al. Genomic expression responses to DNA-damaging agents and the regulatory role of the yeast ATR homolog Mec1p. , 2001, Molecular biology of the cell.
[13] Anders Wallqvist,et al. Establishing connections between microarray expression data and chemotherapeutic cancer pharmacology. , 2002, Molecular cancer therapeutics.
[14] Tossapon Boongoen,et al. LCE: a link-based cluster ensemble method for improved gene expression data analysis , 2010, Bioinform..
[15] Ian T. Jolliffe,et al. Principal Component Analysis , 2002, International Encyclopedia of Statistical Science.
[16] Ming Ouyang,et al. DNA microarray data imputation and significance analysis of differential expression , 2005, Bioinform..
[17] M. Monden,et al. Construction of preferential cDNA microarray specialized for human colorectal carcinoma: molecular sketch of colorectal cancer. , 2001, Biochemical and biophysical research communications.
[18] Shichao Zhang,et al. "Missing is useful": missing values in cost-sensitive decision trees , 2005, IEEE Transactions on Knowledge and Data Engineering.
[19] Tossapon Boongoen,et al. A Link-Based Approach to the Cluster Ensemble Problem , 2011, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[20] Shichao Zhang,et al. Information enhancement for data mining , 2011, WIREs Data Mining Knowl. Discov..
[21] Gene H. Golub,et al. Missing value estimation for DNA microarray gene expression data: local least squares imputation , 2005, Bioinform..
[22] Shin Ishii,et al. A Bayesian missing value estimation method for gene expression profile data , 2003, Bioinform..
[23] Donald W. Bouldin,et al. A Cluster Separation Measure , 1979, IEEE Transactions on Pattern Analysis and Machine Intelligence.