60 search results - page 2 / 12 » Bayesian inference for differential equations |
ISCI
2008
13 years 5 months ago
2008
This paper describes an evolutionary method for identifying a causal model from the observed time series data. We use a system of ordinary differential equations (ODEs) as the cau...
ICIC
2009
Springer
13 years 3 months ago
2009
Springer
This paper presents an evolutionary method for identifying the gene regulatory network from the observed time series data of gene expression using a system of ordinary differential...
JMLR
2010
13 years 12 days ago
2010
Continuous-time Bayesian networks is a natural structured representation language for multicomponent stochastic processes that evolve continuously over time. Despite the compact r...
IJAR
2006
13 years 5 months ago
2006
We describe in this paper a system for exact inference with relational Bayesian networks as defined in the publicly available Primula tool. The system is based on compiling propos...
UAI
2000
13 years 7 months ago
2000