1863 search results - page 251 / 373 » A supervised learning approach for imbalanced data sets |
167
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AIME
2007
Springer
16 years 17 days ago
2007
Springer
This paper discusses variable selection for medical decision making; in particular decisions regarding when to provide treatment and which treatment to provide. Current variable se...
194
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AIM
2005
15 years 6 months ago
2005
Intelligent access to information requires semantic integration of structured databases with unstructured textual resources. While the semantic integration problem has been widely...
192
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ICDM
2006
IEEE
16 years 13 days ago
2006
IEEE
The immense explosion of geographically referenced data calls for efficient discovery of spatial knowledge. One critical requirement for spatial data mining is the capability to ...
181
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ICDAR
2005
IEEE
16 years 6 hour ago
2005
IEEE
Since it is extremely expensive to collect a large volume of handwriting samples, synthesized data are often used to enlarge the training set. We argue that, in order to generate ...
157
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ICDM
2007
IEEE
16 years 21 days ago
2007
IEEE
Constrained pattern mining extracts patterns based on their individual merit. Usually this results in far more patterns than a human expert or a machine learning technique could m...