• DocumentCode
    3629815
  • Title

    Classification of multiple cancer types in a Hyper Reproducing Kernel Hilbert Space

  • Author

    Angela Blanco;Manuel Martin-Merino;Javier De Las Rivas

  • Author_Institution
    Universidad Pontificia de Salamanca (UPSA) C/Compa??a 5, 37002, Salamanca, Spain
  • fYear
    2008
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    The classification of multiple cancer types based on the gene expression profiles is a challenging task. support vector machines (SVM) have been applied to this aim but they rely on Euclidean distances that fail to reflect accurately the proximities among sample profiles.
  • Keywords
    "Cancer","Kernel","Hilbert space","Support vector machines","Support vector machine classification","Gene expression","Humans","Data analysis","Smoothing methods","DNA"
  • Publisher
    ieee
  • Conference_Titel
    BioInformatics and BioEngineering, 2008. BIBE 2008. 8th IEEE International Conference on
  • Print_ISBN
    978-1-4244-2844-1
  • Type

    conf

  • DOI
    10.1109/BIBE.2008.4696693
  • Filename
    4696693
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3629815