901 search results - page 79 / 181 » Modelling Complex Data by Learning Which Variable to Constru... |
156
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ICASSP
2011
IEEE
14 years 7 months ago
2011
IEEE
The construction of low-dimensional models explaining highdimensional signal observations provides concise and efficient data representations. In this paper, we focus on pattern ...
120
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ICAI
2004
15 years 4 months ago
2004
- The Inductive Monitoring System (IMS) software was developed to provide a technique to automatically produce health monitoring knowledge bases for systems that are either difficu...
111
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ECCV
2008
Springer
16 years 5 months ago
2008
Springer
Learning visual classifiers for object recognition from weakly labeled data requires determining correspondence between image regions and semantic object classes. Most approaches u...
127
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ICASSP
2011
IEEE
14 years 7 months ago
2011
IEEE
Graphical models are well established in providing compact conditional probability descriptions of complex multivariable interactions. In the Gaussian case, graphical models are d...
138
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PKDD
2009
Springer
15 years 9 months ago
2009
Springer
Abstract. Gaussian processes have successfully been used to learn preferences among entities as they provide nonparametric Bayesian approaches for model selection and probabilistic...