2878 search results - page 214 / 576 » Learning the Common Structure of Data |
146
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SDM
2008
SIAM
15 years 5 months ago
2008
SIAM
Imbalanced class problems appear in many real applications of classification learning. We propose a novel sampling method to improve bagging for data sets with skewed class distri...
137
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DGO
2006
15 years 5 months ago
2006
A general problem in combining road vector data with orthoimagery from different sources is that they rarely align. There are a variety of causes to this problem, but the most com...
138
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VISUALIZATION
2005
IEEE
15 years 9 months ago
2005
IEEE
Arti cial neural networks are computer software or hardware models inspired by the structure and behavior of neurons in the human nervous system. As a powerful learning tool, incr...
236
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SIGMOD
2007
ACM
16 years 4 months ago
2007
ACM
Map-Reduce is a programming model that enables easy development of scalable parallel applications to process vast amounts of data on large clusters of commodity machines. Through ...
152
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KAIS
2010
15 years 2 months ago
2010
Real world data mining applications must address the issue of learning from imbalanced data sets. The problem occurs when the number of instances in one class greatly outnumbers t...