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123
Voted
SDM
2008
SIAM
15 years 5 months ago
2008
SIAM
Decision trees are among the most popular pattern types in data mining due to their intuitive representation. However, little attention has been given on the definition of measure...
141
Voted
AI
2008
Springer
15 years 3 months ago
2008
Springer
Preference learning is a challenging problem that involves the prediction of complex structures, such as weak or partial order relations, rather than single values. In the recent ...
128
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CORR
2008
Springer
15 years 3 months ago
2008
Springer
We consider two new formulations for classification problems in the spirit of support vector machines based on robust optimization. Our formulations are designed to build in prote...
130
Voted
ISM
2008
IEEE
15 years 3 months ago
2008
IEEE
Through the influx of information content on the Internet, a number of image search methodologies have been presented and implemented to increase the accuracy of image retrieval i...
124
Voted
JBI
2008
15 years 3 months ago
2008
We present a classifier for use as a decision assist tool to identify a hypovolemic state in trauma patients during helicopter transport to a hospital, when reliable acquisition o...