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ESCIENCE
2006
IEEE
14 years 1 months ago
GridBuilder: A Tool for Creating Virtual Grid Testbeds
Grid software developers and Grid site administrators both require realistic testbeds where they can test applications and middleware before deployment on production infrastructur...
Stephen Childs, Brian A. Coghlan, Jason McCandless
USENIX
2008
13 years 10 months ago
Free Factories: Unified Infrastructure for Data Intensive Web Services
We introduce the Free Factory, a platform for deploying data-intensive web services using small clusters of commodity hardware and free software. Independently administered virtua...
Alexander Wait Zaranek, Tom Clegg, Ward Vandewege,...
BIB
2011
12 years 11 months ago
Using cross-validation to evaluate predictive accuracy of survival risk classifiers based on high-dimensional data
Developments in whole genome biotechnology have stimulated statistical focus on prediction methods. We review here methodology for classifying patients into survival risk groups a...
Richard M. Simon, Jyothi Subramanian, Ming-Chung L...
BMCBI
2008
169views more  BMCBI 2008»
13 years 7 months ago
A comprehensive comparison of random forests and support vector machines for microarray-based cancer classification
Background: Cancer diagnosis and clinical outcome prediction are among the most important emerging applications of gene expression microarray technology with several molecular sig...
Alexander R. Statnikov, Lily Wang, Constantin F. A...
BMCBI
2010
133views more  BMCBI 2010»
13 years 5 months ago
Initial steps towards a production platform for DNA sequence analysis on the grid
Background: Bioinformatics is confronted with a new data explosion due to the availability of high throughput DNA sequencers. Data storage and analysis becomes a problem on local ...
Angela C. M. Luyf, Barbera D. C. van Schaik, Miche...