Sciweavers

2072 search results - page 55 / 415
» Applications of Independent Component Analysis
Sort
View
ICML
2007
IEEE
14 years 9 months ago
Full regularization path for sparse principal component analysis
Given a sample covariance matrix, we examine the problem of maximizing the variance explained by a particular linear combination of the input variables while constraining the numb...
Alexandre d'Aspremont, Francis R. Bach, Laurent El...
APPT
2005
Springer
14 years 2 months ago
Principal Component Analysis for Distributed Data Sets with Updating
Identifying the patterns of large data sets is a key requirement in data mining. A powerful technique for this purpose is the principal component analysis (PCA). PCA-based clusteri...
Zheng-Jian Bai, Raymond H. Chan, Franklin T. Luk
ICRA
2010
IEEE
138views Robotics» more  ICRA 2010»
13 years 6 months ago
GenoM3: Building middleware-independent robotic components
The topic of reusable software in robotics is now largely addressed. Components based architectures, where components are independent units that can be reused accross applications,...
Anthony Mallet, Cédric Pasteur, Matthieu He...
CSREAESA
2006
13 years 10 months ago
Towards Efficient Development of Embedded Real-Time Systems, the Component Based Approach
We present our joint view for efficient development of efficient and dependable ERTS (Embedded Real-Time Systems). This view is based on the three main viewpoints of (1) the softw...
Jukka Mäki-Turja, Mikael Nolin, Kaj Hänn...
IJON
1998
158views more  IJON 1998»
13 years 8 months ago
Bayesian Kullback Ying-Yang dependence reduction theory
Bayesian Kullback Ying—Yang dependence reduction system and theory is presented. Via stochastic approximation, implementable algorithms and criteria are given for parameter lear...
Lei Xu