307 search results - page 11 / 62 » Classification Using a Hierarchical Bayesian Approach |
122
Voted
ICDM
2010
IEEE
15 years 12 days ago
2010
IEEE
Whenever a dataset has multiple discrete target variables, we want our algorithms to consider not only the variables themselves, but also the interdependencies between them. We pro...
124
Voted
ICDM
2009
IEEE
15 years 9 months ago
2009
IEEE
—Collaborative tagging systems with user generated content have become a fundamental element of websites such as Delicious, Flickr or CiteULike. By sharing common knowledge, mass...
119
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BMCBI
2007
15 years 2 months ago
2007
Background: In many laboratory-based high throughput microarray experiments, there are very few replicates of gene expression levels. Thus, estimates of gene variances are inaccur...
103
Voted
ICML
2005
IEEE
16 years 3 months ago
2005
IEEE
A logistic regression classification algorithm is developed for problems in which the feature vectors may be missing data (features). Single or multiple imputation for the missing...
124
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EVOW
2008
Springer
15 years 4 months ago
2008
Springer
In this paper we propose a new method to improve the performance of hierarchical classification. We use a swarm intelligence algorithm to select the type of classification algorith...