1313 search results - page 43 / 263 » Intelligent Selection of Language Model Training Data |
131
Voted
ICCPOL
2009
Springer
15 years 12 days ago
2009
Springer
Conditional random fields (CRFs) have been quite successful in various machine learning tasks. However, as larger and larger data become acceptable for the current computational ma...
133
Voted
SDM
2008
SIAM
15 years 4 months ago
2008
SIAM
Sample selection bias is a common problem in many real world applications, where training data are obtained under realistic constraints that make them follow a different distribut...
110
Voted
KDD
2000
ACM
15 years 6 months ago
2000
ACM
Having access to large data sets for the purpose of predictive data mining does not guarantee good models, even when the size of the training data is virtually unlimited. Instead,...
109
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ICST
2008
IEEE
15 years 9 months ago
2008
IEEE
Testing remains a major challenge for model transformation development. Test models that are used as test data for model transformations, are constrained by various sources of kno...
120
Voted
ECML
2005
Springer
15 years 8 months ago
2005
Springer
We propose an omnivariate decision tree architecture which contains univariate, multivariate linear or nonlinear nodes, matching the complexity of the node to the complexity of the...