2898 search results - page 300 / 580 » Ensemble Methods in Machine Learning |
94
Voted
ICML
2006
IEEE
16 years 3 months ago
2006
IEEE
We present an efficient method for maximizing energy functions with first and second order potentials, suitable for MAP labeling estimation problems that arise in undirected graph...
122
Voted
ICML
2005
IEEE
16 years 3 months ago
2005
IEEE
Classifiers that refrain from classification in certain cases can significantly reduce the misclassification cost. However, the parameters for such abstaining classifiers are ofte...
108
click to vote
ICML
2005
IEEE
16 years 3 months ago
2005
IEEE
We introduce an expectation maximizationtype (EM) algorithm for maximum likelihood optimization of conditional densities. It is applicable to hidden variable models where the dist...
104
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ICML
2003
IEEE
16 years 3 months ago
2003
IEEE
A new method for classification is proposed. This is based on kernel orthonormalized partial least squares (PLS) dimensionality reduction of the original data space followed by a ...
103
Voted
ICML
2003
IEEE
16 years 3 months ago
2003
IEEE
This paper proposes a novel decision tree for a data set with time-series attributes. Our time-series tree has a value (i.e. a time sequence) of a time-series attribute in its int...