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103
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FM
2005
Springer
112views Formal Methods» more  FM 2005»
15 years 6 months ago
Dynamic Component Substitutability Analysis
This paper presents an automated and compositional procedure to solve the substitutability problem in the context of evolving software systems. Our solution contributes two techniq...
Natasha Sharygina, Sagar Chaki, Edmund M. Clarke, ...
106
Voted
STOC
2004
ACM
150views Algorithms» more  STOC 2004»
16 years 1 months ago
Typical properties of winners and losers in discrete optimization
We present a probabilistic analysis for a large class of combinatorial optimization problems containing, e.g., all binary optimization problems defined by linear constraints and a...
René Beier, Berthold Vöcking
70
Voted
IBPRIA
2007
Springer
15 years 7 months ago
Dependent Component Analysis: A Hyperspectral Unmixing Algorithm
José M. P. Nascimento, José M. Biouc...
104
Voted
IBPRIA
2003
Springer
15 years 6 months ago
Does Independent Component Analysis Play a~Role in Unmixing Hyperspectral Data?
—Independent component analysis (ICA) has recently been proposed as a tool to unmix hyperspectral data. ICA is founded on two assumptions: 1) the observed spectrum vector is a li...
José M. P. Nascimento, José M. B. Di...
120
Voted
BMCBI
2008
145views more  BMCBI 2008»
15 years 1 months ago
Mapping gene expression quantitative trait loci by singular value decomposition and independent component analysis
Background: The combination of gene expression profiling with linkage analysis has become a powerful paradigm for mapping gene expression quantitative trait loci (eQTL). To date, ...
Shameek Biswas, John D. Storey, Joshua M. Akey