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BMCBI
2008
120views more  BMCBI 2008»
15 years 7 months ago
Statistical issues in the analysis of Illumina data
Background: Illumina bead-based arrays are becoming increasingly popular due to their high degree of replication and reported high data quality. However, little attention has been...
Mark J. Dunning, Nuno L. Barbosa-Morais, Andy G. L...
BMCBI
2006
130views more  BMCBI 2006»
15 years 7 months ago
CARMA: A platform for analyzing microarray datasets that incorporate replicate measures
Background: The incorporation of statistical models that account for experimental variability provides a necessary framework for the interpretation of microarray data. A robust ex...
Kevin A. Greer, Matthew R. McReynolds, Heddwen L. ...
SIGSOFT
2008
ACM
16 years 8 months ago
Experience in using a process language to define scientific workflow and generate dataset provenance
This paper describes our experiences in exploring the applicability of software engineering approaches to scientific data management problems. Specifically, this paper describes h...
Leon J. Osterweil, Lori A. Clarke, Aaron M. Elliso...
SIGSOFT
2007
ACM
16 years 8 months ago
Differential testing: a new approach to change detection
Regression testing, as it's commonly practiced, is unsound due to inconsistent test repair and test addition. This paper presents a new technique, differential testing, that ...
Robert B. Evans, Alberto Savoia
ICSE
2003
IEEE-ACM
16 years 7 months ago
Experiences from the Architectural Change Process
A good software architecture is becoming recognized as a major factor for successful products. There has been much research on the technical aspects of software architecture and i...
Josef Nedstam, Even-André Karlsson, Martin ...