4773 search results - page 322 / 955 » Learning from Uncertain Data |
145
click to vote
FLAIRS
1998
15 years 7 months ago
1998
Weintroduce a significant improvementfor a relatively newmachine learning methodcalled Transformation-Based Learning. By applying a MonteCarlo strategy to randomly sample from the...
160
Voted
ICML
2009
IEEE
16 years 7 months ago
2009
IEEE
This paper explores online learning approaches for detecting malicious Web sites (those involved in criminal scams) using lexical and host-based features of the associated URLs. W...
139
click to vote
ICASSP
2008
IEEE
16 years 22 days ago
2008
IEEE
We consider the problem of online learning in a changing environment under sparse user feedback. Specifically, we address the classification of music types according to a user...
146
click to vote
ICIP
2008
IEEE
16 years 21 days ago
2008
IEEE
Face representation based on the Visual Codebook becomes popular because of its excellent recognition performance, in which the critical problem is how to learn the most efficien...
162
click to vote
NIPS
2008
15 years 7 months ago
2008
Almost all successful machine learning algorithms and cognitive models require powerful representations capturing the features that are relevant to a particular problem. We draw o...