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ICDM
2006
IEEE
129views Data Mining» more  ICDM 2006»
14 years 4 months ago
Getting the Most Out of Ensemble Selection
We investigate four previously unexplored aspects of ensemble selection, a procedure for building ensembles of classifiers. First we test whether adjusting model predictions to p...
Rich Caruana, Art Munson, Alexandru Niculescu-Mizi...
ICANN
2005
Springer
14 years 3 months ago
LS-SVM Hyperparameter Selection with a Nonparametric Noise Estimator
This paper presents a new method for the selection of the two hyperparameters of Least Squares Support Vector Machine (LS-SVM) approximators with Gaussian Kernels. The two hyperpar...
Amaury Lendasse, Yongnan Ji, Nima Reyhani, Michel ...
SIAMAM
2008
107views more  SIAMAM 2008»
13 years 8 months ago
Local Tomography in Electron Microscopy
We present a new local tomographic algorithm applicable to electron microscope tomography. Our algorithm applies to the standard data acquisition method, single-axis tilting, as we...
Eric Todd Quinto, Ozan Öktem
MICCAI
2009
Springer
14 years 11 months ago
Dual Tensor Atlas Generation Based on a Cohort of Coregistered non-HARDI Datasets
Abstract. We propose a method to create a dual tensor atlas from multiple coregistered non-HARDI datasets. Increased angular resolution is ensured by random variations of subject p...
Matthan Caan, Caroline Sage, Maaike van der Graa...
FORMATS
2009
Springer
14 years 4 months ago
Critical Paths in the Partial Order Unfolding of a Stochastic Petri Net
In concurrent real-time processes, the speed of individual components has a double impact: on the one hand, the overall latency of a compound process is affected by the latency of...
Anne Bouillard, Stefan Haar, Sidney Rosario