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IJIT
2004
13 years 7 months ago
Genetic Algorithm for Feature Subset Selection with Exploitation of Feature Correlations from Continuous Wavelet Transform: a re
A genetic algorithm (GA) based feature subset selection algorithm is proposed in which the correlation structure of the features is exploited. The subset of features is validated a...
Gert Van Dijck, Marc M. Van Hulle, M. Wevers
MICCAI
2008
Springer
14 years 7 months ago
Kinetic Modeling Based Probabilistic Segmentation for Molecular Images
Abstract. We propose a semi-supervised, kinetic modeling based segmentation technique for molecular imaging applications. It is an iterative, self-learning algorithm based on uncer...
Ahmed Saad, Benjamin Smith 0002, Ghassan Hamarneh,...
CLASSIFICATION
2007
105views more  CLASSIFICATION 2007»
13 years 6 months ago
Bayesian Regularization for Normal Mixture Estimation and Model-Based Clustering
Normal mixture models are widely used for statistical modeling of data, including cluster analysis. However maximum likelihood estimation (MLE) for normal mixtures using the EM al...
Chris Fraley, Adrian E. Raftery
ECBS
2009
IEEE
114views Hardware» more  ECBS 2009»
13 years 10 months ago
Model-Based Product-Oriented Certification
Future space missions such as the Mars Science Laboratory and Project Constellation suggest the engineering of some of the most complex man-rated software systems. The present pro...
Damian Dechev, Bjarne Stroustrup
ISBMS
2010
Springer
13 years 8 months ago
Optimization of Case-Specific Vascular Tree Models Based on Vessel Size Imaging
We analyze a problem, which is relevant for physiological modeling of vascular networks: the initialization and optimization of specific, individual models of a functioning vessel ...
Bryn A. Lloyd, Sven Hirsch, Gábor Szé...