2072 search results - page 45 / 415 » Applications of Independent Component Analysis |
CORR
2007
Springer
13 years 8 months ago
2007
Springer
In this paper, we study the application of sparse principal component analysis (PCA) to clustering and feature selection problems. Sparse PCA seeks sparse factors, or linear combi...
CORR
2007
Springer
13 years 8 months ago
2007
Springer
Given a sample covariance matrix, we examine the problem of maximizing the variance explained by a linear combination of the input variables while constraining the number of nonze...
NN
2008
Springer
13 years 8 months ago
2008
Springer
Learning data representations is a fundamental challenge in modeling neural processes and plays an important role in applications such as object recognition. In multi-stage Optima...
IEE
2011
13 years 3 months ago
2011
: In the development of software systems, quality properties should be considered along with the development process so that the qualities of software systems can be inferred and p...
SEFM
2003
IEEE
14 years 1 months ago
2003
IEEE
In this paper, we introduce a component-based design methodology and present a practical analysis approach that makes use of the modular nature of component-based designs to allev...