704 search results - page 14 / 141 » Exploiting Data Missingness in Bayesian Network Modeling |
LCN
2006
IEEE
15 years 4 months ago
2006
IEEE
There is increasing research interest in solving routing problems in sensor networks subject to constraints such as data correlation, link reliability and energy conservation. Sin...
KDD
1995
ACM
15 years 2 months ago
1995
ACM
AAAI
2006
15 years 8 days ago
2006
The ability to update the structure of a Bayesian network when new data becomes available is crucial for building adaptive systems. Recent work by Sang, Beame, and Kautz (AAAI 200...
EWSN
2008
Springer
15 years 10 months ago
2008
Springer
In this paper3 , we use Bayesian Networks as a means for unsupervised learning and anomaly (event) detection in gas monitoring sensor networks for underground coal mines. We show t...
UAI
1996
15 years 6 days ago
1996
We extend the Bayesian Information Criterion (BIC), an asymptotic approximation for the marginal likelihood, to Bayesian networks with hidden variables. This approximation can be ...