5866 search results - page 56 / 1174 » An e-Process Selection Model |
125
click to vote
ICML
2004
IEEE
16 years 4 months ago
2004
IEEE
We present a method for constructing ensembles from libraries of thousands of models. Model libraries are generated using different learning algorithms and parameter settings. For...
143
Voted
IJCNN
2006
IEEE
15 years 10 months ago
2006
IEEE
Abstract— While the model parameters of many kernel learning methods are given by the solution of a convex optimisation problem, the selection of good values for the kernel and r...
140
click to vote
AI
2004
Springer
15 years 3 months ago
2004
Springer
Feature selection, as a preprocessing step to machine learning, has been very effective in reducing dimensionality, removing irrelevant data, increasing learning accuracy, and imp...
133
click to vote
ICML
2006
IEEE
16 years 4 months ago
2006
IEEE
In recent years, there has been a proliferation of theoretical graph models, e.g., preferential attachment and small-world models, motivated by real-world graphs such as the Inter...
134
click to vote
ACL
2010
15 years 2 months ago
2010
In this paper we present a joint content selection and compression model for single-document summarization. The model operates over a phrase-based representation of the source doc...