1863 search results - page 42 / 373 » A supervised learning approach for imbalanced data sets |
115
click to vote
DOCENG
2004
ACM
15 years 9 months ago
2004
ACM
We consider the problem of document conversion from the renderingoriented HTML markup into a semantic-oriented XML annotation defined by user-specific DTDs or XML Schema descrip...
156
click to vote
APNOMS
2008
Springer
15 years 6 months ago
2008
Springer
Accurate application traffic classification and identification are important for network monitoring and analysis. The accuracy of traditional Internet application traffic classific...
147
Voted
NIPS
2007
15 years 5 months ago
2007
Semi-supervised methods use unlabeled data in addition to labeled data to construct predictors. While existing semi-supervised methods have shown some promising empirical performa...
158
click to vote
ACL
2009
15 years 1 months ago
2009
We present a graph-based semi-supervised learning for the question-answering (QA) task for ranking candidate sentences. Using textual entailment analysis, we obtain entailment sco...
159
Voted
NIPS
2004
15 years 5 months ago
2004
We present an algorithm based on convex optimization for constructing kernels for semi-supervised learning. The kernel matrices are derived from the spectral decomposition of grap...