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BMCBI
2010
113views more  BMCBI 2010»
14 years 11 months ago
Probabilistic Principal Component Analysis for Metabolomic Data
Background: Data from metabolomic studies are typically complex and high-dimensional. Principal component analysis (PCA) is currently the most widely used statistical technique fo...
Gift Nyamundanda, Lorraine Brennan, Isobel Claire ...
ICECCS
2005
IEEE
171views Hardware» more  ICECCS 2005»
15 years 5 months ago
Behavior Capture and Test: Automated Analysis of Component Integration
Component-based technology is increasingly adopted to speed up the development of complex software through component reuse. Unfortunately, the lack of complete information about r...
Leonardo Mariani, Mauro Pezzè
ASPLOS
2006
ACM
15 years 5 months ago
A performance counter architecture for computing accurate CPI components
Cycles per Instruction (CPI) stacks break down processor execution time into a baseline CPI plus a number of miss event CPI components. CPI breakdowns can be very helpful in gaini...
Stijn Eyerman, Lieven Eeckhout, Tejas Karkhanis, J...
ACSD
2007
IEEE
81views Hardware» more  ACSD 2007»
15 years 6 months ago
A model-driven design approach for mechatronic systems
The software design is one of the most challenging tasks during the design of a mechatronic system. On one hand, it has to provide solutions to deal with concurrency and timelines...
Jinfeng Huang, Jeroen Voeten, Marcel A. Groothuis,...
CC
2006
Springer
15 years 3 months ago
Interprocedural Dataflow Analysis in the Presence of Large Libraries
Interprocedural dataflow analysis has a large number of uses for software optimization, maintenance, testing, and verification. For software built with reusable components, the tra...
Atanas Rountev, Scott Kagan, Thomas J. Marlowe