1413 search results - page 126 / 283 » A New Machine Learning Approach to Fingerprint Classificatio... |
136
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WWW
2004
ACM
16 years 4 months ago
2004
ACM
We propose new features and algorithms for automating Web-page classification tasks such as content recommendation and ad blocking. We show that the automated classification of We...
122
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ICML
2004
IEEE
16 years 4 months ago
2004
IEEE
Feature selection is the task of choosing a small set out of a given set of features that capture the relevant properties of the data. In the context of supervised classification ...
161
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COLT
1998
Springer
15 years 7 months ago
1998
Springer
A new algorithm for learning one-variable pattern languages is proposed and analyzed with respect to its average-case behavior. We consider the total learning time that takes into...
126
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CEC
2007
IEEE
15 years 7 months ago
2007
IEEE
Abstract-- Hypernetworks consist of a large number of hyperedges that represent higher-order features sampled from training patterns. Evolutionary algorithms have been used as a me...
140
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ECML
2007
Springer
15 years 9 months ago
2007
Springer
Many real-world classification applications fall into the class of positive and unlabeled (PU) learning problems. In many such applications, not only could the negative training ex...