3624 search results - page 229 / 725 » Learning to learn: From smart machines to intelligent machin... |
195
click to vote
TNN
2008
15 years 6 months ago
2008
Hard-margin support vector machines (HM-SVMs) suffer from getting overfitting in the presence of noise. Soft-margin SVMs deal with this problem by introducing a regularization term...
202
click to vote
KAIS
2010
15 years 5 months ago
2010
Real world data mining applications must address the issue of learning from imbalanced data sets. The problem occurs when the number of instances in one class greatly outnumbers t...
172
click to vote
EMNLP
2010
15 years 4 months ago
2010
Production of parallel training corpora for the development of statistical machine translation (SMT) systems for resource-poor languages usually requires extensive manual effort. ...
153
click to vote
ACL
2009
15 years 4 months ago
2009
This paper revisits the pivot language approach for machine translation. First, we investigate three different methods for pivot translation. Then we employ a hybrid method combin...
162
click to vote
ICONIP
1998
15 years 8 months ago
1998
This paper presents a method to induce relational concepts with neural networks using the inductive logic programming system LINUS. Some first-order inductive learning tasks taken...