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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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    JIB
    2010
    107views more  JIB 2010»
    Integration of -omics data and networks for biomedical research with VANTED
    14 years 4 months ago
    Integration of -omics data and networks for biomedical research with VANTED
    Download  journal.imbio.de
    Increasingly, research focus in the fields of biology and medicine moves from the investigation of single phenomena to the analysis of complex cause and effect relationships. The ...
    Christian Klukas, Falk Schreiber
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    KDID
    2004
    140views Database» more  KDID 2004»
    Mining Formal Concepts with a Bounded Number of Exceptions from Transactional Data
    14 years 11 months ago
    Mining Formal Concepts with a Bounded Number of Exceptions from Transactional Data
    Download  liris.cnrs.fr
    We are designing new data mining techniques on boolean contexts to identify a priori interesting bi-sets (i.e., sets of objects or transactions associated to sets of attributes or ...
    Jérémy Besson, Céline Robarde...
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    BMCBI
    2007
    145views more  BMCBI 2007»
    The utility of MAS5 expression summary and detection call algorithms
    14 years 9 months ago
    The utility of MAS5 expression summary and detection call algorithms
    Download  www.biomedcentral.com
    Background: Used alone, the MAS5.0 algorithm for generating expression summaries has been criticized for high False Positive rates resulting from exaggerated variance at low inten...
    Stuart D. Pepper, Emma K. Saunders, Laura E. Edwar...
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    BMCBI
    2007
    123views more  BMCBI 2007»
    Heritable clustering and pathway discovery in breast cancer integrating epigenetic and phenotypic data
    14 years 9 months ago
    Heritable clustering and pathway discovery in breast cancer integrating epigenetic and phenotypic data
    Download  www.biomedcentral.com
    Background: In order to recapitulate tumor progression pathways using epigenetic data, we developed novel clustering and pathway reconstruction algorithms, collectively referred t...
    Zailong Wang, Pearlly Yan, Dustin P. Potter, Chari...
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