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104
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ICDM
2006
IEEE
129views Data Mining» more  ICDM 2006»
15 years 8 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
15 years 7 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»
15 years 10 days 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
16 years 3 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...
102
Voted
FORMATS
2009
Springer
15 years 8 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