5463 search results - page 106 / 1093 » Evaluating algorithms that learn from data streams |
129
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ICML
2004
IEEE
16 years 4 months ago
2004
IEEE
Classifier learning methods commonly assume that the training data consist of randomly drawn examples from the same distribution as the test examples about which the learned model...
145
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EDBT
2008
ACM
15 years 5 months ago
2008
ACM
A large class of applications require real-time processing of continuous stream data resulting in the development of data stream management systems (DSMS). Since many of these app...
136
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ATAL
2004
Springer
15 years 9 months ago
2004
Springer
We present GAMUT1 , a suite of game generators designed for testing game-theoretic algorithms. We explain why such a generator is necessary, offer a way of visualizing relationshi...
175
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SP
2008
IEEE
15 years 3 months ago
2008
IEEE
Abstract. Understanding the functioning of a neural system in terms of its underlying circuitry is an important problem in neuroscience. Recent developments in electrophysiology an...
151
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APIN
2004
15 years 3 months ago
2004
This paper describes the result of our study on neural learning to solve the classification problems in which data is unbalanced and noisy. We conducted the study on three differen...