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
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;
Conference_Titel :
Information Technology: Coding and Computing, 2004. Proceedings. ITCC 2004. International Conference on
Print_ISBN :
0-7695-2108-8
DOI :
10.1109/ITCC.2004.1286762