103
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ECOOP
2006
Springer
15 years 6 months ago
2006
Springer
The assembly of components that can handle continuously changing data results in programs that are more interactive. Unfortunately, the code that glues together such components is ...
130
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ECML
2006
Springer
15 years 6 months ago
2006
Springer
Abstract. Most classification methods assume that the samples are drawn independently and identically from an unknown data generating distribution, yet this assumption is violated ...
155
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ECML
2006
Springer
15 years 6 months ago
2006
Springer
Abstract. This paper studies a Bayesian framework for density modeling with mixture of exponential family distributions. Variational Bayesian Dirichlet-Multinomial allocation (VBDM...
136
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ECML
2006
Springer
15 years 6 months ago
2006
Springer
Nearest neighbor forecasting models are attractive with their simplicity and the ability to predict complex nonlinear behavior. They rely on the assumption that observations simila...
142
click to vote
ECML
2006
Springer
15 years 6 months ago
2006
Springer
Semi-supervised clustering uses the limited background knowledge to aid unsupervised clustering algorithms. Recently, a kernel method for semi-supervised clustering has been introd...