1474 search results - page 39 / 295 » Using Machine Learning to Focus Iterative Optimization |
126
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ICAC
2005
IEEE
15 years 8 months ago
2005
IEEE
Motivated by the real-world application of categorizing system log messages into defined situation categories, this paper describes an interactive text categorization method, PICC...
117
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ICML
2003
IEEE
16 years 3 months ago
2003
IEEE
We analyze the formal grounding behind Negative Correlation (NC) Learning, an ensemble learning technique developed in the evolutionary computation literature. We show that by rem...
121
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ALT
2010
Springer
14 years 9 months ago
2010
Springer
Abstract. The importance of a node in a directed graph can be measured by its PageRank. The PageRank of a node is used in a number of application contexts
114
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FGCS
2006
15 years 2 months ago
2006
Some of the most challenging applications to parallelize scalably are the ones that present a relatively small amount of computation per iteration. Multiple interacting performanc...
121
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ICML
2006
IEEE
16 years 3 months ago
2006
IEEE
If appropriately used, prior knowledge can significantly improve the predictive accuracy of learning algorithms or reduce the amount of training data needed. In this paper we intr...