• DocumentCode
    2817797
  • Title

    Knowledge discovery in a microarray data warehouse

  • Author

    Al-Timimi, Ali ; Jamison, D. Curtis

  • Author_Institution
    Sch. of Computational Sci., George Mason Univ., Fairfax, VA, USA
  • Volume
    2
  • fYear
    2004
  • fDate
    5-7 April 2004
  • Firstpage
    831
  • Abstract
    Transcriptional profiling via DNA microarrays allows parallel surveys of patterns of gene expression across the human genome under a wide range of cellular responses, phenotypes and conditions. Effective data mining requires placing gene expression data in its proper genomic and phenotypic context. In this paper, we describe the design and implementation of a microarray data warehouse that actively incorporates biological knowledge with gene expression data thereby facilitating knowledge discovery.
  • Keywords
    DNA; biology computing; data mining; data warehouses; genetics; DNA microarray; data mining; gene expression; human genome; knowledge discovery; microarray data warehouse; transcriptional profile; Bioinformatics; Concurrent computing; DNA computing; Data mining; Data warehouses; Gene expression; Genomics; Humans; Probes; RNA;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology: Coding and Computing, 2004. Proceedings. ITCC 2004. International Conference on
  • Print_ISBN
    0-7695-2108-8
  • Type

    conf

  • DOI
    10.1109/ITCC.2004.1286762
  • Filename
    1286762