52 search results - page 7 / 11 » Selection of Training Instances for Music Genre Classificati... |
103
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EMNLP
2009
14 years 9 months ago
2009
This paper presents a new approach to selecting the initial seed set using stratified sampling strategy in bootstrapping-based semi-supervised learning for semantic relation class...
ICDM
2008
IEEE
15 years 6 months ago
2008
IEEE
In this paper, we propose the "Democratic Classifier", a simple, democracy-inspired patternbased classification algorithm that uses very short patterns for classificatio...
174
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ICCV
2007
IEEE
16 years 1 months ago
2007
IEEE
We explore the problem of classifying images by the object categories they contain in the case of a large number of object categories. To this end we combine three ingredients: (i...
101
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ECML
2006
Springer
15 years 3 months ago
2006
Springer
In many complex machine learning applications there is a need to learn multiple interdependent output variables, where knowledge of these interdependencies can be exploited to impr...
CIARP
2005
Springer
15 years 5 months ago
2005
Springer
Edition is an important and useful task in supervised classification specifically for instance-based classifiers because edition discards from the training set those useless or har...