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PRL
2007
14 years 11 months ago
2007
Abstract – In this paper we seek a Gaussian mixture model (GMM) of the classconditional densities for plug-in Bayes classification. We propose a method for setting the number of ...
AUSDM
2007
Springer
15 years 5 months ago
2007
Springer
One of the inherent problems in pattern recognition is the undersampled data problem, also known as the curse of dimensionality reduction. In this paper a new algorithm called pai...
PAMI
2008
14 years 11 months ago
2008
We present an algorithm which provides the one-dimensional subspace where the Bayes error is minimized for the C class problem with homoscedastic Gaussian distributions. Our main ...
PKDD
2009
Springer
15 years 4 months ago
2009
Springer
KDD
2010
ACM
15 years 1 months ago
2010
ACM