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SSPR
2004
Springer
15 years 3 months ago
Finding Clusters and Components by Unsupervised Learning
We present a tutorial survey on some recent approaches to unsupervised machine learning in the context of statistical pattern recognition. In statistical PR, there are two classica...
Erkki Oja
TPPP
1994
15 years 1 months ago
Advanced Component Interface Specification
We introduce a method for the specification of reactive asynchronous components with a concurrent access interface and outline its mathematical foundation. The method supports the...
Manfred Broy
ICASSP
2011
IEEE
14 years 1 months ago
Global convergence of independent component analysis based on semidefinite programming relaxation
In the independent component analysis, polynomial functions of higher order statistics are often used as cost functions. However, such cost functions usually have many local minim...
Shotaro Akaho, Jun Fujiki
CBSE
2004
Springer
15 years 3 months ago
Correctness of Component-Based Adaptation
Abstract. Long running applications often need to adapt due to changing requirements or changing environment. Typically, such adaptation is performed by dynamically adding or remov...
Sandeep S. Kulkarni, Karun N. Biyani
IPMI
2007
Springer
15 years 10 months ago
Fully Automated Registration of First-Pass Myocardial Perfusion MRI Using Independent Component Analysis
Abstract. This paper presents a novel method for registration of cardiac perfusion MRI. The presented method successfully corrects for breathing motion without any manual interacti...
Julien Milles, Rob J. van der Geest, Michael Jeros...