2712 search results - page 349 / 543 » On learning algorithm selection for classification |
170
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ECML
2003
Springer
15 years 11 months ago
2003
Springer
A central issue in logical concept induction is the prospect of inconsistency. This problem may arise due to noise in the training data, or because the target concept does not fit...
210
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FLAIRS
2008
15 years 8 months ago
2008
Naive Bayesian classifiers work well in data sets with independent attributes. However, they perform poorly when the attributes are dependent or when there are one or more irrelev...
148
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CVPR
2007
IEEE
16 years 8 months ago
2007
IEEE
In this paper, we address the problem of detecting pedestrians in still images. We introduce an algorithm for learning shapelet features, a set of mid?level features. These featur...
156
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ICCAD
2006
IEEE
16 years 18 days ago
2006
IEEE
Dynamic power management (DPM) work proposed to date places inactive components into low power states using a single DPM policy. In contrast, we instead dynamically select among a...
207
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ILP
2004
Springer
15 years 12 months ago
2004
Springer
One challenge faced by many Inductive Logic Programming (ILP) systems is poor scalability to problems with large search spaces and many examples. Randomized search methods such as ...