2208 search results - page 42 / 442 » On Issues of Instance Selection |
154
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SDM
2007
SIAM
15 years 4 months ago
2007
SIAM
Feature selection is an important task in effective data mining. A new challenge to feature selection is the so-called “small labeled-sample problem” in which labeled data is...
140
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MC
2008
15 years 4 months ago
2008
The vast majority of medical computer-based training (CBT) systems aim at problem-oriented case based training. A crucial issue in the design of CBT systems is the selection of ap...
139
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MLDM
2005
Springer
15 years 8 months ago
2005
Springer
In the context of large databases, data preparation takes a greater importance : instances and explanatory attributes have to be carefully selected. In supervised learning, instanc...
IROS
2008
IEEE
15 years 9 months ago
2008
IEEE
— Grasping is a central issue of various robot applications, especially when unknown objects have to be manipulated by the system. In earlier work, we have shown the efficiency ...
125
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ACL
2004
15 years 4 months ago
2004
Convolution kernels, such as sequence and tree kernels, are advantageous for both the concept and accuracy of many natural language processing (NLP) tasks. Experiments have, howev...