IJON 2010 | Sciweavers

31

IJON
2010

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Hyperparameter learning in probabilistic prototype-based models

13 years 10 months ago

We present two approaches to extend Robust Soft Learning Vector Quantization (RSLVQ). This algorithm for nearest prototype classiﬁcation is derived from an explicit cost functio...

Petra Schneider, Michael Biehl, Barbara Hammer

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13

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IJON
2010

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A hidden process regression model for functional data description. Application to curve discrimination

13 years 10 months ago

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Faicel Chamroukhi, Allou Samé, Gérar...

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24

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IJON
2010

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Bayesian networks

13 years 10 months ago

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Alex Aussem

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35

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IJON
2010

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A dynamic Bayesian network to represent discrete duration models

13 years 10 months ago

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Originally devoted to speciﬁc applications such as biology, medicine and demography, duration models are now widely used in economy, ﬁnance or reliability. Recent works in var...

Roland Donat, Philippe Leray, Laurent Bouillaut, P...

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