1419 search results - page 126 / 284 » Approximation Methods for Supervised Learning |
120
Voted
ECML
2003
Springer
15 years 5 months ago
2003
Springer
We consider supervised learning of a ranking function, which is a mapping from instances to total orders over a set of labels (options). The training information consists of exampl...
CVPR
2010
IEEE
15 years 9 months ago
2010
IEEE
Recent studies have shown that machine learning can improve the accuracy of detecting object boundaries in images. In the standard approach, a boundary detector is trained by mini...
102
Voted
INCDM
2010
Springer
15 years 5 months ago
2010
Springer
Abstract. Intrusion Detection Systems (IDSs) which have been deployed in computer networks to detect a wide variety of attacks are suffering how to manage of a large number of tri...
106
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ECML
2006
Springer
15 years 4 months ago
2006
Springer
Multiple-instance learning (MIL) is a popular concept among the AI community to support supervised learning applications in situations where only incomplete knowledge is available....
136
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CVPR
2009
IEEE
16 years 7 months ago
2009
IEEE
In this paper, we address the problem of learning an
adaptive appearance model for object tracking. In particular,
a class of tracking techniques called “tracking by detectionâ...