394 search results - page 25 / 79 » A Study of Empirical Learning for an Involved Problem |
102
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AI
2008
Springer
14 years 12 months ago
2008
Springer
Preference learning is a challenging problem that involves the prediction of complex structures, such as weak or partial order relations, rather than single values. In the recent ...
125
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CIVR
2005
Springer
15 years 5 months ago
2005
Springer
Multiple Instance Learning (MIL) is a special kind of supervised learning problem that has been studied actively in recent years. We propose an approach based on One-Class Support ...
196
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CVPR
2011
IEEE
14 years 3 months ago
2011
IEEE
We consider a special type of multi-label learning where class assignments of training examples are incomplete. As an example, an instance whose true class assignment is (c1, c2, ...
113
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EMMCVPR
2011
Springer
13 years 11 months ago
2011
Springer
The recently proposed ImageNet dataset consists of several million images, each annotated with a single object category. However, these annotations may be imperfect, in the sense t...
94
Voted
AI
1999
Springer
14 years 11 months ago
1999
Springer
A central problem in multistrategy learning systems is the selection and sequencing of machine learning algorithms for particular situations. This is typically done by the system ...