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» Applications of Independent Component Analysis
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IPPS
1998
IEEE
14 years 26 days ago
Configuration Independent Analysis for Characterizing Shared-Memory Applications
Characterizing shared-memory applications provides insight to design efficient systems, and provides awareness to identify and correct application performance bottlenecks. Configu...
Gheith A. Abandah, Edward S. Davidson
IJCNN
2006
IEEE
14 years 2 months ago
Relative Gradient Learning for Independent Subspace Analysis
Abstract— Independent subspace analysis (ISA) is a generalization of independent component analysis (ICA), where multidimensional ICA is incorporated with the idea of invariant f...
Heeyoul Choi, Seungjin Choi
NOMS
2008
IEEE
14 years 3 months ago
Application domain independent policy conflict analysis using information models
Steven Davy, Brendan Jennings, John Strassner
ICANN
2003
Springer
14 years 1 months ago
Dimension Reduction Based on Orthogonality - A Decorrelation Method in ICA
In independent component analysis problems, when we use a one-unit objective function to iteratively estimate several independent components, the uncorrelatedness between the indep...
Kun Zhang, Lai-Wan Chan
JMLR
2006
138views more  JMLR 2006»
13 years 8 months ago
Noisy-OR Component Analysis and its Application to Link Analysis
We develop a new component analysis framework, the Noisy-Or Component Analyzer (NOCA), that targets high-dimensional binary data. NOCA is a probabilistic latent variable model tha...
Tomás Singliar, Milos Hauskrecht