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
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