1006 search results - page 93 / 202 » A Case Study for Learning from Imbalanced Data Sets |
201
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JMLR
2010
15 years 25 days ago
2010
We introduce a simple order-based greedy heuristic for learning discriminative structure within generative Bayesian network classifiers. We propose two methods for establishing an...
183
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ECCV
2010
Springer
15 years 10 months ago
2010
Springer
Sparse coding of sensory data has recently attracted notable attention in research of learning useful features from the unlabeled data. Empirical studies show that mapping the data...
151
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GECCO
2008
Springer
15 years 7 months ago
2008
Springer
There has been little attention to search based test data generation in the presence of pointer inputs and dynamic data structures, an area in which recent concolic methods have e...
178
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ATAL
2007
Springer
16 years 7 days ago
2007
Springer
To cope with large scale, agents are usually organized in a network such that an agent interacts only with its immediate neighbors in the network. Reinforcement learning technique...
173
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DEBU
2000
15 years 5 months ago
2000
In a traditional information retrieval system, it is assumed that queries can be posed about any topic. In reality, a large fraction of web queries are posed about a relatively sm...