2131 search results - page 121 / 427 » A computational approximation to the AIXI model |
239
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RECOMB
2004
Springer
16 years 6 months ago
2004
Springer
Abstract. In this study we propose a novel model for the representation of biological networks and provide algorithms for learning model parameters from experimental data. Our appr...
209
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CMSB
2007
Springer
16 years 18 days ago
2007
Springer
We give a description of a Petri net-based framework for modelling and analysing biochemical pathways, which unifies the qualitative, stochastic and continuous paradigms. Each per...
163
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IJAR
2010
15 years 3 months ago
2010
In this paper we present TANC, i.e., a tree-augmented naive credal classifier based on imprecise probabilities; it models prior near-ignorance via the Extreme Imprecise Dirichlet ...
173
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DATE
2009
IEEE
15 years 10 months ago
2009
IEEE
As application complexity increases, modern embedded systems have adopted heterogeneous processing elements to enhance the computing capability or to reduce the power consumption. ...
182
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UAI
2001
15 years 7 months ago
2001
This paper presents a new deterministic approximation technique in Bayesian networks. This method, "Expectation Propagation," unifies two previous techniques: assumed-de...