569 search results - page 28 / 114 » Dynamic Factor Graphs for Time Series Modeling |
FOCS
2008
IEEE
14 years 3 months ago
2008
IEEE
A plethora of random graph models have been developed in recent years to study a range of problems on networks, driven by the wide availability of data from many social, telecommu...
NCA
2002
IEEE
13 years 8 months ago
2002
IEEE
One of the key problems in forming a smooth model from input-output data is the determination of which input variables are relevant in predicting a given output. In this paper we ...
PAMI
2008
13 years 8 months ago
2008
We introduce Gaussian process dynamical models (GPDMs) for nonlinear time series analysis, with applications to learning models of human pose and motion from high-dimensional motio...
ICASSP
2011
IEEE
13 years 11 days ago
2011
IEEE
Many practical data streams are typically composed of several states known as regimes. In this paper, we invoke phase space reconstruction methods from non-linear time series and ...
BMCBI
2008
13 years 8 months ago
2008
Background: Expression profiles obtained from multiple perturbation experiments are increasingly used to reconstruct transcriptional regulatory networks, from well studied, simple...