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NN
2002
Springer
136views Neural Networks» more  NN 2002»
13 years 7 months ago
Bayesian model search for mixture models based on optimizing variational bounds
When learning a mixture model, we suffer from the local optima and model structure determination problems. In this paper, we present a method for simultaneously solving these prob...
Naonori Ueda, Zoubin Ghahramani
BPM
2007
Springer
329views Business» more  BPM 2007»
14 years 1 months ago
Collaborative e-Business Process Modelling: Transforming Private EPC to Public BPMN Business Process Models
Abstract. Introducing process orientation to overcome the functionaloriented organizational structure was the main concern within enterprises during the last decade to improve proc...
Volker Hoyer, Eva Bucherer, Florian Schnabel
MSO
2003
13 years 9 months ago
A Meta-Model based Approach for the Combination of Models in Multiple Languages
The provision of efficient methods and tool support for the development and engineering of distributed systems is a key enabling factor for the evolution of Information Technology...
Eckhardt Holz
JCIT
2010
132views more  JCIT 2010»
13 years 2 months ago
Modelling Net Ecosystem CO2 Exchange by Simple Tropical Ecosystem Model
SITE model was developed to study the response of tropical ecosystems according to environmental conditions for estimating of energy fluxes. This study analyzed the net ecosystem ...
Mariceia Tatiane Vilani, Mariele Pinheiro, Luciana...
ECML
2005
Springer
14 years 1 months ago
Inducing Hidden Markov Models to Model Long-Term Dependencies
We propose in this paper a novel approach to the induction of the structure of Hidden Markov Models. The induced model is seen as a lumped process of a Markov chain. It is construc...
Jérôme Callut, Pierre Dupont