3716 search results - page 59 / 744 » On the monotonization of the training set |
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KDD
2007
ACM
16 years 1 months ago
2007
ACM
The discovery of subsets with special properties from binary data has been one of the key themes in pattern discovery. Pattern classes such as frequent itemsets stress the co-occu...
LREC
2008
15 years 2 months ago
2008
This paper describes an accurate, extensible method for automatically classifying unknown foreign words that requires minimal monolingual resources and no bilingual training data ...
99
Voted
NAACL
2004
15 years 2 months ago
2004
We present a technique for augmenting annotated training data with hierarchical word clusters that are automatically derived from a large unannotated corpus. Cluster membership is...
124
Voted
ICANN
2001
Springer
15 years 5 months ago
2001
Springer
Support vector machines have gotten wide acceptance for their high generalization ability for real world applications. But the major drawback is slow training for classification p...
112
Voted
ICDM
2007
IEEE
15 years 2 months ago
2007
IEEE
For applications with consecutive incoming training examples, on-line learning has the potential to achieve a likelihood as high as off-line learning without scanning all availabl...