376 search results - page 64 / 76 » Supervised dimensionality reduction using mixture models |
100
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JFR
2006
14 years 11 months ago
2006
We derive categories directly from robot sensor data to address the symbol grounding problem. Unlike model-based approaches where human intuitive correspondences are sought betwee...
AIED
2007
Springer
15 years 5 months ago
2007
Springer
An implicit assumption in psychometrics and educational statistics is that the generative model for student scores on test questions is governed by the topics of those questions an...
ICRA
2002
IEEE
15 years 4 months ago
2002
IEEE
The use of motor primitives for the generation of complex movements is a relatively new and interesting idea for dimensionality reduction in robot control. We propose a framework ...
116
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CSL
2006
Springer
14 years 11 months ago
2006
Springer
Support vector machines (SVMs) have proven to be a powerful technique for pattern classification. SVMs map inputs into a high dimensional space and then separate classes with a hy...
102
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SDM
2008
SIAM
15 years 1 months ago
2008
SIAM
Cross validation allows models to be tested using the full training set by means of repeated resampling; thus, maximizing the total number of points used for testing and potential...