186 search results - page 2 / 38 » Ontology-Based Generation of Bayesian Networks |
AI
2006
Springer
13 years 11 months ago
2006
Springer
This article presents and analyzes algorithms that systematically generate random Bayesian networks of varying difficulty levels, with respect to inference using tree clustering. ...
SEMWEB
2007
Springer
14 years 5 months ago
2007
Springer
Clinical Practice Guidelines (CPGs) play an important role in improving the quality of care and patient outcomes. Although several machine-readable representations of practice guid...
ITRE
2005
IEEE
14 years 4 months ago
2005
IEEE
A Bayesian network model is a popular technique for data mining due to its intuitive interpretation. This paper presents a semantic genetic algorithm (SGA) to learn a complete qual...
ISMIS
2005
Springer
14 years 4 months ago
2005
Springer
Recently, there are many researchers to design Bayesian network structures using evolutionary algorithms but most of them use the only one fittest solution in the last generation. ...
ECAI
2004
Springer
14 years 4 months ago
2004
Springer
We present algorithms for the generation of uniformly distributed Bayesian networks with constraints on induced width. The algorithms use ergodic Markov chains to generate samples....