390 search results - page 40 / 78 » An Improved LAZY-AR Approach to Bayesian Network Inference |
151
click to vote
FLAIRS
2004
15 years 7 months ago
2004
We propose a new approach for learning Bayesian classifiers from data. Although it relies on traditional Bayesian network (BN) learning algorithms, the effectiveness of our approa...
195
click to vote
BMCBI
2007
15 years 6 months ago
2007
Background: Much recent work in bioinformatics has focused on the inference of various types of biological networks, representing gene regulation, metabolic processes, protein-pro...
166
click to vote
BMCBI
2008
15 years 6 months ago
2008
Background: Inferring gene regulatory networks from data requires the development of algorithms devoted to structure extraction. When only static data are available, gene interact...
146
click to vote
UAI
2004
15 years 7 months ago
2004
As real-world Bayesian networks continue to grow larger and more complex, it is important to investigate the possibilities for improving the performance of existing algorithms of ...
200
click to vote
CORR
2011
Springer
15 years 1 months ago
2011
Springer
Markov Logic Networks (MLNs) have emerged as a powerful framework that combines statistical and logical reasoning; they have been applied to many data intensive problems including...