371 search results - page 27 / 75 » Electronic case studies: a problem-based learning approach |
158
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JMLR
2010
15 years 8 days ago
2010
Principal component analysis (PCA) is a classical data analysis technique that finds linear transformations of data that retain the maximal amount of variance. We study a case whe...
166
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KBS
2007
15 years 5 months ago
2007
There is an increasing need for various e-service, e-commerce and e-business sites to provide personalized recommendations to on-line customers. This paper proposes a new type of ...
157
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ICML
2002
IEEE
16 years 6 months ago
2002
IEEE
We study generalization properties of linear learning algorithms and develop a data dependent approach that is used to derive generalization bounds that depend on the margin distr...
141
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NIPS
2000
15 years 6 months ago
2000
We propose a general framework for performing independent component analysis (ICA) which relies on ensemble learning and linear response theory known from statistical physics. We ...
144
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CVPR
2010
IEEE
16 years 1 months ago
2010
IEEE
Recent studies have shown that machine learning can improve the accuracy of detecting object boundaries in images. In the standard approach, a boundary detector is trained by mini...