Title :
SpRay: A visual analytics approach for gene expression data
Author :
Dietzsch, Janko ; Heinrich, Julian ; Nieselt, Key ; Bartz, Dirk
Author_Institution :
ZBIT, Univ. of Tubingen, Tubingen, Germany
Abstract :
We present a new application, SpRay, designed for the visual exploration of gene expression data. It is based on an extension and adaption of parallel coordinates to support the visual exploration of large and high-dimensional datasets. In particular, we investigate the visual analysis of gene expression data as generated by micro-array experiments; We combine refined visual exploration with statistical methods to a visual analytics approach that proved to be particularly successful in this application domain. We will demonstrate the usefulness on several multidimensional gene expression datasets from different bioinformatics applications.
Keywords :
bioinformatics; genetics; statistical analysis; SpRay; bioinformatics applications; high-dimensional datasets; multidimensional gene expression datasets; parallel coordinates; statistical methods; visual analytics approach; visual exploration; Application software; Bioinformatics; Computer graphics; Data analysis; Data visualization; Gene expression; Spraying; Statistical analysis; Terminology; Visual analytics; Visual analytics; bioinformatics; gene expression experiments; large-scale microarray; microarray data;
Conference_Titel :
Visual Analytics Science and Technology, 2009. VAST 2009. IEEE Symposium on
Conference_Location :
Atlantic City, NJ
Print_ISBN :
978-1-4244-5283-5
DOI :
10.1109/VAST.2009.5333911