47 search results - page 2 / 10 » A Regularized Linear Dynamical System Framework for Multivar... |
191
Voted
JMLR
2011
14 years 10 months ago
2011
A widely agreed upon definition of time series causality inference, established in the seminal 1969 article of Clive Granger (1969), is based on the relative ability of the histor...
153
Voted
TMI
2010
14 years 10 months ago
2010
Within-subject analysis in fMRI essentially addresses two problems, the detection of brain regions eliciting evoked activity and the estimation of the underlying dynamics. In [1, 2...
166
Voted
MMDB
2004
ACM
15 years 9 months ago
2004
ACM
Multivariate time series (MTS) datasets are common in various multimedia, medical and financial applications. We propose a similarity measure for MTS datasets, Eros (Extended Fro...
138
Voted
ICASSP
2011
IEEE
14 years 7 months ago
2011
IEEE
Graphical models are useful for capturing interdependencies of statistical variables in various fields. Estimating parameters describing sparse graphical models of stationary mul...
118
Voted
BMCBI
2008
15 years 3 months ago
2008
Background: Modelling the time-related behaviour of biological systems is essential for understanding their dynamic responses to perturbations. In metabolic profiling studies, the...