Sciweavers

153
Voted
IJON
2010
119views more  IJON 2010»
15 years 3 months ago
Hyperparameter learning in probabilistic prototype-based models
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
83
Voted
IJON
2010
85views more  IJON 2010»
15 years 3 months ago
A hidden process regression model for functional data description. Application to curve discrimination
Faicel Chamroukhi, Allou Samé, Gérar...
IJON
2010
91views more  IJON 2010»
15 years 3 months ago
Bayesian networks
Alex Aussem
132
Voted
IJON
2010
138views more  IJON 2010»
15 years 3 months ago
A dynamic Bayesian network to represent discrete duration models
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...