140 search results - page 15 / 28 » A Supervised Clustering Method for Text Classification |
83
Voted
CVPR
2006
IEEE
16 years 1 months ago
2006
IEEE
We demonstrate a method for identifying images containing categories of animals. The images we classify depict animals in a wide range of aspects, configurations and appearances. ...
SAC
2008
ACM
14 years 11 months ago
2008
ACM
Knowledge of relationships among categories is of the interest in different domains such as text classification, content analysis, and text mining. We propose and evaluate approac...
81
Voted
KDD
2004
ACM
16 years 2 days ago
2004
ACM
We propose and test an objective criterion for evaluation of clustering performance: How well does a clustering algorithm run on unlabeled data aid a classification algorithm? The...
118
Voted
ICIP
2003
IEEE
15 years 5 months ago
2003
IEEE
This paper presents novel methods for classifying images based on knowledge discovered from annotated images using WordNet. The novelty of this work is the automatic class discove...
106
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BMCBI
2010
14 years 11 months ago
2010
Background: Machine learning techniques have shown to improve bacterial species classification based on fatty acid methyl ester (FAME) data. Nonetheless, FAME analysis has a limit...