704 search results - page 43 / 141 » Exploiting Data Missingness in Bayesian Network Modeling |
107
click to vote
JMLR
2012
13 years 1 months ago
2012
We propose a novel mixtures of Gaussian processes model in which the gating function is interconnected with a probabilistic logical model, in our case Markov logic networks. In th...
185
click to vote
ICDE
2005
IEEE
16 years 13 days ago
2005
IEEE
Sensor networks and other distributed information systems (such as the Web) must frequently access data that has a high per-attribute acquisition cost, in terms of energy, latency...
UAI
1997
15 years 12 days ago
1997
There is an obvious need for improving the performance and accuracy of a Bayesian network as new data is observed. Because of errors in model construction and changes in the dynam...
122
click to vote
KDD
2012
ACM
13 years 1 months ago
2012
ACM
Accurate prediction of user behaviors is important for many social media applications, including social marketing, personalization and recommendation, etc. A major challenge lies ...
170
click to vote
SIGMOD
2006
ACM
15 years 11 months ago
2006
ACM
We propose to demonstrate Fa, an automated tool for timely and accurate prediction of Service-Level-Agreement (SLA) violations caused by performance problems in database systems. ...