106
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PKDD
15 years 7 months ago
2009 Springer 
This paper aims at presenting how natural language processing and machine learning techniques can help the internet surfer to get a better overview of the pages he is reading. The ...
102
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PKDD
15 years 7 months ago
2009 Springer 
We consider causally sufficient acyclic causal models in which the relationship among the variables is nonlinear while disturbances have linear effects, and show that three princi...
114
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PKDD
15 years 7 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...
118
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PKDD
15 years 5 months ago
2009 Springer
Abstract. This paper focuses on Active Learning with a limited number of queries; in application domains such as Numerical Engineering, the size of the training set might be limite...
105
Voted
PKDD
15 years 7 months ago
2009 Springer
Abstract. Inverse reinforcement learning addresses the general problem of recovering a reward function from samples of a policy provided by an expert/demonstrator. In this paper, w...
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Data Mining