4903 search results - page 540 / 981 » The Set Covering Machine |
192
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ICML
2010
IEEE
15 years 8 months ago
2010
IEEE
We study an interesting and challenging problem, online streaming feature selection, in which the size of the feature set is unknown, and not all features are available for learni...
190
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ICML
2010
IEEE
15 years 8 months ago
2010
IEEE
We introduce a novel active learning algorithm for classification of network data. In this setting, training instances are connected by a set of links to form a network, the label...
207
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ICML
2010
IEEE
15 years 8 months ago
2010
IEEE
Approximate dynamic programming has been used successfully in a large variety of domains, but it relies on a small set of provided approximation features to calculate solutions re...
192
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ICALT
2010
IEEE
15 years 7 months ago
2010
IEEE
—Adaptive educational hypermedia allows lessons to be personalized according to the needs of the learner. However, to achieve this, content must be split into stand-alone fragmen...
155
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CORR
2010
Springer
15 years 7 months ago
2010
Springer
This paper presents a method for improving any object tracking algorithm based on machine learning. During the training phase, important trajectory features are extracted which are...