3276 search results - page 72 / 656 » Data learning based diagnosis |
117
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PREMI
2005
Springer
15 years 6 months ago
2005
Springer
In the typical nonparametric approach to classification in instance-based learning and data mining, random data (the training set of patterns) are collected and used to design a d...
70
Voted
ICALT
2009
IEEE
15 years 4 months ago
2009
IEEE
Modern teaching tools, such as educational robotics, require new learning environments. The teacher especially needs to be supported in novel ways. Conflative learning environment...
105
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COLT
1998
Springer
15 years 4 months ago
1998
Springer
Most of the work which attempts to give bounds on the generalization error of the hypothesis generated by a learning algorithm is based on methods from the theory of uniform conve...
119
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JMLR
2006
15 years 15 days ago
2006
The goal of active learning is to determine the locations of training input points so that the generalization error is minimized. We discuss the problem of active learning in line...
92
Voted
ICPR
2008
IEEE
15 years 7 months ago
2008
IEEE
This paper presents a new learning approach for pattern classification applications involving imbalanced data sets. In this approach, a clustering technique is employed to resamp...