704 search results - page 5 / 141 » Exploiting Data Missingness in Bayesian Network Modeling |
FLAIRS
2000
13 years 10 months ago
2000
This paper describes a new framework for using natural selection to evolve Bayesian Networks for use in forecasting time series data. It extends current research by introducing a ...
DASFAA
2011
IEEE
13 years 9 days ago
2011
IEEE
Bayesian network is a widely used tool for data analysis, modeling and decision support in various domains. There is a growing need for techniques and tools which can automatically...
KDD
2005
ACM
14 years 9 months ago
2005
ACM
We consider a model in which background knowledge on a given domain of interest is available in terms of a Bayesian network, in addition to a large database. The mining problem is...
UAI
2000
13 years 10 months ago
2000
Algorithms for learning the conditional probabilities of Bayesian networks with hidden variables typically operate within a high-dimensional search space and yield only locally op...
IDA
2005
Springer
14 years 2 months ago
2005
Springer
DNA arrays yield a global view of gene expression and can be used to build genetic networks models, in order to study relations between genes. Literature proposes Bayesian network ...