704 search results - page 45 / 141 » Exploiting Data Missingness in Bayesian Network Modeling |
NIPS
2008
15 years 15 days ago
2008
With the increased availability of data for complex domains, it is desirable to learn Bayesian network structures that are sufficiently expressive for generalization while at the ...
ISBRA
2009
Springer
15 years 5 months ago
2009
Springer
Identifying gene regulatory networks from high-throughput gene expression data is one of the most important goals of bioinformatics, but it remains difficult to define what makes a...
BMCBI
2006
14 years 11 months ago
2006
Background: A number of methods that use both protein structural and evolutionary information are available to predict the functional consequences of missense mutations. However, ...
ALT
2002
Springer
15 years 8 months ago
2002
Springer
Abstract. The explosion of data stored in commercial or administrational databases calls for intelligent techniques to discover the patterns hidden in them and thus to exploit all ...
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NIPS
2008
15 years 15 days ago
2008
Abstract: Structure learning of dynamic Bayesian networks provide a principled mechanism for identifying conditional dependencies in time-series data. This learning procedure assum...