13 search results - page 1 / 3 » Detecting and Interpreting Variable Interactions in Observat... |
ICDM
2009
IEEE
13 years 11 months ago
2009
IEEE
In this paper we demonstrate a practical approach to interaction detection on real data describing the abundance of different species of birds in the prairies east of the souther...
UAI
2001
13 years 6 months ago
2001
A serious problem in learning probabilistic models is the presence of hidden variables. These variables are not observed, yet interact with several of the observed variables. Dete...
AAAI
2011
12 years 5 months ago
2011
Important ecological phenomena are often observed indirectly. Consequently, probabilistic latent variable models provide an important tool, because they can include explicit model...
AIA
2006
13 years 6 months ago
2006
The paper discusses the issues concerning monitoring and diagnosis of a multi-robot system involving a team of mobile robots providing services in an environment which is partiall...
TIT
2010
12 years 11 months ago
2010
A method of `network filtering' has been proposed recently to detect the effects of certain external perturbations on the interacting members in a network. However, with larg...