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    » Tissue classification with gene expression profiles
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    PR
    2008
    154views more  PR 2008»
    Data-driven decomposition for multi-class classification
    14 years 9 months ago
    Data-driven decomposition for multi-class classification
    Download  penglab.janelia.org
    This paper presents a new study on a method of designing a multi-class classifier: Data-driven Error Correcting Output Coding (DECOC). DECOC is based on the principle of Error Cor...
    Jie Zhou, Hanchuan Peng, Ching Y. Suen
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    BMCBI
    2006
    158views more  BMCBI 2006»
    Parallelization of multicategory support vector machines (PMC-SVM) for classifying microarray data
    14 years 9 months ago
    Parallelization of multicategory support vector machines (PMC-SVM) for classifying microarray data
    Download  www.biomedcentral.com
    Background: Multicategory Support Vector Machines (MC-SVM) are powerful classification systems with excellent performance in a variety of data classification problems. Since the p...
    Chaoyang Zhang, Peng Li, Arun Rajendran, Youping D...
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    BMCBI
    2010
    179views more  BMCBI 2010»
    A semi-supervised learning approach to predict synthetic genetic interactions by combining functional and topological properties
    14 years 9 months ago
    A semi-supervised learning approach to predict synthetic genetic interactions by combining functional and topological properties
    Download  www.biomedcentral.com
    Background: Genetic interaction profiles are highly informative and helpful for understanding the functional linkages between genes, and therefore have been extensively exploited ...
    Zhuhong You, Zheng Yin, Kyungsook Han, De-Shuang H...
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    ISMB
    2008
    209views Computational Biology» more  ISMB 2008»
    Classification of arrayCGH data using fused SVM
    14 years 12 months ago
    Classification of arrayCGH data using fused SVM
    Download  bioinfo-out.curie.fr
    Motivation: Array-based comparative genomic hybridization (arrayCGH) has recently become a popular tool to identify DNA copy number variations along the genome. These profiles are...
    Franck Rapaport, Emmanuel Barillot, Jean-Philippe ...
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    BMCBI
    2007
    186views more  BMCBI 2007»
    Modeling human cancer-related regulatory modules by GA-RNN hybrid algorithms
    14 years 9 months ago
    Modeling human cancer-related regulatory modules by GA-RNN hybrid algorithms
    Download  www.biomedcentral.com
    Background: Modeling cancer-related regulatory modules from gene expression profiling of cancer tissues is expected to contribute to our understanding of cancer biology as well as...
    Jung-Hsien Chiang, Shih-Yi Chao
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