1577 search results - page 103 / 316 » Data Mining: Machine Learning, Statistics, and Databases |
132
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ICASSP
2011
IEEE
14 years 5 months ago
2011
IEEE
We address the problem of denoising for image patches. The approach taken is based on Bayesian modeling of sparse representations, which takes into account dependencies between th...
132
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KDD
2008
ACM
16 years 2 months ago
2008
ACM
We present an approach to reconstructing chemical reaction networks from time series measurements of the concentrations of the molecules involved. Our solution strategy combines t...
105
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ICDM
2006
IEEE
15 years 7 months ago
2006
IEEE
In active learning, a machine learning algorithm is given an unlabeled set of examples U, and is allowed to request labels for a relatively small subset of U to use for training. ...
133
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ICDM
2010
IEEE
14 years 11 months ago
2010
IEEE
We present a mining system that can predict the future health status of the patient using the temporal trajectories of health status of a set of similar patients. The main noveltie...
116
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KDD
2002
ACM
16 years 2 months ago
2002
ACM
Support vector machines (SVMs) excel at two-class discriminative learning problems. They often outperform generative classifiers, especially those that use inaccurate generative m...