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    BMCBI
    2010
    144views more  BMCBI 2010»
    Super-sparse principal component analyses for high-throughput genomic data
    13 years 9 months ago
    Super-sparse principal component analyses for high-throughput genomic data
    Download  www.biomedcentral.com
    Background: Principal component analysis (PCA) has gained popularity as a method for the analysis of highdimensional genomic data. However, it is often difficult to interpret the ...
    Donghwan Lee, Woojoo Lee, Youngjo Lee, Yudi Pawita...
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    BMCBI
    2006
    160views more  BMCBI 2006»
    MIMAS: an innovative tool for network-based high density oligonucleotide microarray data management and annotation
    13 years 9 months ago
    MIMAS: an innovative tool for network-based high density oligonucleotide microarray data management and annotation
    Download  www.biomedcentral.com
    Background: The high-density oligonucleotide microarray (GeneChip) is an important tool for molecular biological research aiming at large-scale detection of small nucleotide polym...
    Leandro Hermida, Olivier Schaad, Philippe Demougin...
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    TKDE
    2010
    224views more  TKDE 2010»
    Non-Negative Matrix Factorization for Semisupervised Heterogeneous Data Coclustering
    13 years 3 months ago
    Non-Negative Matrix Factorization for Semisupervised Heterogeneous Data Coclustering
    Download  www.cs.wayne.edu
    Coclustering heterogeneous data has attracted extensive attention recently due to its high impact on various important applications, such us text mining, image retrieval, and bioin...
    Yanhua Chen, Lijun Wang, Ming Dong
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    DILS
    2005
    Springer
    174views Life Sciences» more  DILS 2005»
    Integrating Heterogeneous Microarray Data Sources Using Correlation Signatures
    14 years 2 months ago
    Integrating Heterogeneous Microarray Data Sources Using Correlation Signatures
    Download  infos.korea.ac.kr
    Abstract. Microarrays are one of the latest breakthroughs in experimental molecular biology. Thousands of different research groups generate tens of thousands of microarray gene e...
    Jaewoo Kang, Jiong Yang, Wanhong Xu, Pankaj Chopra
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    BMCBI
    2006
    93views more  BMCBI 2006»
    A summarization approach for Affymetrix GeneChip data using a reference training set from a large, biologically diverse database
    13 years 9 months ago
    A summarization approach for Affymetrix GeneChip data using a reference training set from a large, biologically diverse database
    Download  www.biomedcentral.com
    Background: Many of the most popular pre-processing methods for Affymetrix expression arrays, such as RMA, gcRMA, and PLIER, simultaneously analyze data across a set of predetermi...
    Simon Katz, Rafael A. Irizarry, Xue Lin, Mark Trip...
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