139 search results - page 17 / 28 » An Empirical Comparison of Four Text Mining Methods |
115
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NIPS
2008
15 years 1 months ago
2008
The cluster assumption is exploited by most semi-supervised learning (SSL) methods. However, if the unlabeled data is merely weakly related to the target classes, it becomes quest...
PKDD
2009
Springer
15 years 6 months ago
2009
Springer
We explore an algorithm for training SVMs with Kernels that can represent the learned rule using arbitrary basis vectors, not just the support vectors (SVs) from the training set. ...
ICDM
2009
IEEE
15 years 6 months ago
2009
IEEE
—Many real world learning problems can be recast as multi-task learning problems which utilize correlations among different tasks to obtain better generalization performance than...
104
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CIKM
2009
Springer
15 years 6 months ago
2009
Springer
In order to enable scalable querying of graph databases, intelligent selection of subgraphs to index is essential. An improved index can reduce response times for graph queries si...
114
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DOCENG
2003
ACM
15 years 5 months ago
2003
ACM
We present an approach on how to investigate what kind of semantic information is regularly associated with the structural markup of scientific articles. This approach addresses ...