3236 search results - page 122 / 648 » Active kernel learning |
86
Voted
ACL
2008
15 years 2 months ago
2008
We extend the classical single-task active learning (AL) approach. In the multi-task active learning (MTAL) paradigm, we select examples for several annotation tasks rather than f...
112
Voted
ETS
2002
IEEE
15 years 15 days ago
2002
IEEE
In the analysis of any learning environment, whether small or large, one observes within it a "set of human activities related to each other so they can be viewed as a whole&...
141
Voted
ICIP
2009
IEEE
14 years 10 months ago
2009
IEEE
Active learning is a framework that has attracted a lot of research interest in the content-based image retrieval (CBIR) in recent years. To be effective, an active learning syste...
114
Voted
ICCS
2007
Springer
15 years 6 months ago
2007
Springer
In this paper, active learning with support vector machines (SVMs) is applied to the problem of tornado prediction. This method is used to predict which storm-scale circulations yi...
107
Voted
ICDM
2005
IEEE
15 years 6 months ago
2005
IEEE
Active machine learning algorithms are used when large numbers of unlabeled examples are available and getting labels for them is costly (e.g. requiring consulting a human expert)...