603 search results - page 37 / 121 » An Integrated Approach to Learning Bayesian Networks of Rule... |
112
click to vote
AAAI
1996
15 years 1 months ago
1996
Recent work in supervised learning has shown that a surprisingly simple Bayesian classifier with strong assumptions of independence among features, called naive Bayes, is competit...
108
click to vote
NIPS
2008
15 years 1 months 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...
110
click to vote
NIPS
2004
15 years 1 months ago
2004
We describe an approach to building brain-computer interfaces (BCI) based on graphical models for probabilistic inference and learning. We show how a dynamic Bayesian network (DBN...
121
click to vote
DEXA
2011
Springer
13 years 11 months ago
2011
Springer
Record linkage identifies multiple records referring to the same entity even if they are not bit-wise identical. It is thus an essential technology for data integration and data c...
PERCOM
2010
ACM
14 years 10 months ago
2010
ACM
—This paper shows how to reduce evaluation time for context inference. Probabilistic Context Inference has proven to be a good representation of the physical reality with uncerta...