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ICAC
2007
IEEE
15 years 3 months ago
Adaptive Multi-levels Dictionaries and Singular Value Decomposition Techniques for Autonomic Problem Determination
An autonomic problem determination system can adapt to changing environments, react to existing or new error condition and predict possible problems. In this report, we propose su...
Hoi Chan, Thomas Kwok
CASCON
2007
104views Education» more  CASCON 2007»
14 years 11 months ago
Identifying fault-prone files using static analysis alerts through singular value decomposition
Static analysis tools tend to generate more alerts than a development team can reasonably examine without some form of guidance. In this paper, we propose a technique for leveragi...
Mark Sherriff, Sarah Smith Heckman, Mike Lake, Lau...
LREC
2008
153views Education» more  LREC 2008»
14 years 11 months ago
Using Random Indexing to improve Singular Value Decomposition for Latent Semantic Analysis
We present results from using Random Indexing for Latent Semantic Analysis to handle Singular Value Decomposition tractability issues. We compare Latent Semantic Analysis, Random ...
Linus Sellberg, Arne Jönsson
GECCO
2005
Springer
186views Optimization» more  GECCO 2005»
15 years 3 months ago
Subproblem optimization by gene correlation with singular value decomposition
Several ways of using singular value decomposition (SVD), a linear algebra technique typically used for information retrieval, to decompose problems into subproblems are investiga...
Jacob G. Martin
90
Voted
BMCBI
2008
138views more  BMCBI 2008»
14 years 9 months ago
Combining transcriptional datasets using the generalized singular value decomposition
Background: Both microarrays and quantitative real-time PCR are convenient tools for studying the transcriptional levels of genes. The former is preferable for large scale studies...
Andreas W. Schreiber, Neil J. Shirley, Rachel A. B...