4738 search results - page 655 / 948 » Correlated Data Inference |
173
click to vote
NIPS
2007
15 years 8 months ago
2007
We propose a Gaussian process (GP) framework for robust inference in which a GP prior on the mixing weights of a two-component noise model augments the standard process over laten...
229
click to vote
FLAIRS
2004
15 years 8 months ago
2004
Most decision tree induction methods used for extracting knowledge in classification problems are unable to deal with uncertainties embedded within the data, associated with human...
217
click to vote
NIPS
1998
15 years 8 months ago
1998
We seek the scene interpretation that best explains image data. For example, we may want to infer the projected velocities (scene) which best explain two consecutive image frames ...
162
click to vote
BMCBI
2006
15 years 6 months ago
2006
Background: Detection of periodically expressed genes from microarray data without use of known periodic and non-periodic training examples is an important problem, e.g. for ident...
209
click to vote
JCB
2008
15 years 6 months ago
2008
We present BayesMD, a Bayesian Motif Discovery model with several new features. Three different types of biological a priori knowledge are built into the framework in a modular fa...