3643 search results - page 248 / 729 » Learning Submodular Functions |
148
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ICML
2003
IEEE
16 years 7 months ago
2003
IEEE
When the training instances of the target class are heavily outnumbered by non-target training instances, SVMs can be ineffective in determining the class boundary. To remedy this...
143
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AHS
2007
IEEE
16 years 28 days ago
2007
IEEE
Machine Learning algorithms allow to create highly adaptable systems, since their functionality only depends on the features of the inputs and the coefficients found during the tr...
199
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MCS
2007
Springer
16 years 22 days ago
2007
Springer
Abstract. A new optimization technique is proposed for classifiers fusion — Cooperative Coevolutionary Ensemble Learning (CCEL). It is based on a specific multipopulational evo...
159
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ASPDAC
2005
ACM
16 years 4 days ago
2005
ACM
Abstract— Learning is an essential pruning technique in modern SAT solvers, but it exploits a relatively small amount of information that can be deduced from the conflicts. Rece...
148
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PRICAI
2004
Springer
15 years 12 months ago
2004
Springer
In previous work, we proposed a unique landmark-based map learning method for mobile robots based on the “co-visibility” information i.e., very coarse qualitative information o...