52 search results - page 7 / 11 » Selection of Training Instances for Music Genre Classificati... |
EMNLP
2009
13 years 6 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
14 years 3 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...
ICCV
2007
IEEE
14 years 11 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...
ECML
2006
Springer
14 years 22 days 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
14 years 2 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...