1863 search results - page 189 / 373 » A supervised learning approach for imbalanced data sets |
125
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ICANN
2007
Springer
15 years 11 months ago
2007
Springer
Abstract. We present a novel approach to structure learning for graphical models. By using nonparametric estimates to model clique densities in decomposable models, both discrete a...
166
Voted
EMMCVPR
2007
Springer
15 years 11 months ago
2007
Springer
Abstract. The complexity of visual representations is substantially limited by the compositional nature of our visual world which, therefore, renders learning structured object mod...
156
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CACM
2008
15 years 4 months ago
2008
data type and (Java) class, asking about the relationship between them. The same students would also be unlikely to find an answer in a CS1 textbook. Some textbooks might not even ...
144
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IDA
2007
Springer
15 years 4 months ago
2007
Springer
Unsupervised sequence learning is important to many applications. A learner is presented with unlabeled sequential data, and must discover sequential patterns that characterize th...
155
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ICDM
2010
IEEE
15 years 2 months ago
2010
IEEE
The growth of the web has directly influenced the increase in the availability of relational data. One of the key problems in mining such data is computing the similarity between o...