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    BMCBI
    2006
    211views more  BMCBI 2006»
    Missing value estimation for DNA microarray gene expression data by Support Vector Regression imputation and orthogonal coding s
    13 years 7 months ago
    Missing value estimation for DNA microarray gene expression data by Support Vector Regression imputation and orthogonal coding s
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    Background: Gene expression profiling has become a useful biological resource in recent years, and it plays an important role in a broad range of areas in biology. The raw gene ex...
    Xian Wang, Ao Li, Zhaohui Jiang, Huanqing Feng
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    BMCBI
    2006
    136views more  BMCBI 2006»
    Metric for Measuring the Effectiveness of Clustering of DNA Microarray Expression
    13 years 7 months ago
    Metric for Measuring the Effectiveness of Clustering of DNA Microarray Expression
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    Background: The recent advancement of microarray technology with lower noise and better affordability makes it possible to determine expression of several thousand genes simultane...
    Raja Loganantharaj, Satish Cheepala, John Clifford
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    BMCBI
    2010
    193views more  BMCBI 2010»
    Probe set filtering increases correlation between Affymetrix GeneChip and qRT-PCR expression measurements
    13 years 8 months ago
    Probe set filtering increases correlation between Affymetrix GeneChip and qRT-PCR expression measurements
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    Background: Affymetrix GeneChip microarrays are popular platforms for expression profiling in two types of studies: detection of differential expression computed by p-values of t-...
    Jakub Mieczkowski, Magdalena E. Tyburczy, Michal D...
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    BMCBI
    2007
    140views more  BMCBI 2007»
    From genes to functional classes in the study of biological systems
    13 years 8 months ago
    From genes to functional classes in the study of biological systems
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    Background: With the popularisation of high-throughput techniques, the need for procedures that help in the biological interpretation of results has increased enormously. Recently...
    Fátima Al-Shahrour, Leonardo Arbiza, Hern&a...
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    ISMDA
    2005
    Springer
    129views Medical Imaging» more  ISMDA 2005»
    Relevance, Redundancy and Differential Prioritization in Feature Selection for Multiclass Gene Expression Data
    14 years 1 months ago
    Relevance, Redundancy and Differential Prioritization in Feature Selection for Multiclass Gene Expression Data
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    The large number of genes in microarray data makes feature selection techniques more crucial than ever. From various ranking-based filter procedures to classifier-based wrapper tec...
    Chia Huey Ooi, Madhu Chetty, Shyh Wei Teng
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