598 search results - page 28 / 120 » Experiments with Classifier Combining Rules |
ECML
2005
Springer
15 years 6 months ago
2005
Springer
Abstract. Ensemble learning is a powerful learning approach that combines multiple classifiers to improve prediction accuracy. An important decision while using an ensemble of cla...
102
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ICPR
2004
IEEE
16 years 2 months ago
2004
IEEE
For the tasks of classification, two types of patterns can generate problems: ambiguous patterns and outliers. Furthermore, it is possible to separate classification algorithms in...
119
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BMCBI
2010
15 years 1 months ago
2010
Background: Genetic interaction profiles are highly informative and helpful for understanding the functional linkages between genes, and therefore have been extensively exploited ...
123
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EACL
2009
ACL Anthology
2009
ACL Anthology
Who is "You"? Combining Linguistic and Gaze Features to Resolve Second-Person References in Dialogue
14 years 11 months ago
We explore the problem of resolving the second person English pronoun you in multi-party dialogue, using a combination of linguistic and visual features. First, we distinguish gen...
ICPR
2008
IEEE
16 years 2 months ago
2008
IEEE
In this work, we propose a multi-class classification strategy based on Fisher kernels. Fisher kernels combine the powers of discriminative and generative classifiers by mapping v...