7387 search results - page 546 / 1478 » Knowledge-based data mining |
157
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IADIS
2008
15 years 6 months ago
2008
Multi agent learning systems pose an interesting set of problems: in large environments agents may develop localised behaviour patterns that are not necessarily optimal; in a pure...
146
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ICDM
2010
IEEE
15 years 3 months ago
2010
IEEE
Dataset shift from the training data in a source domain to the data in a target domain poses a great challenge for many statistical learning methods. Most algorithms can be viewed ...
185
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DASFAA
2011
IEEE
14 years 9 months ago
2011
IEEE
Bayesian network is a widely used tool for data analysis, modeling and decision support in various domains. There is a growing need for techniques and tools which can automatically...
141
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ICDM
2009
IEEE
15 years 11 months ago
2009
IEEE
: In this paper, we present a novel method for fast data-driven construction of regression trees from temporal datasets including continuous data streams. The proposed Mean Output ...
134
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ICDM
2008
IEEE
15 years 11 months ago
2008
IEEE
Class imbalance is a ubiquitous problem in supervised learning and has gained wide-scale attention in the literature. Perhaps the most prevalent solution is to apply sampling to t...