19 search results - page 2 / 4 » Robust Statistics for Describing Causality in Multivariate T... |
JMLR
2008
13 years 4 months ago
2008
Pointwise consistent, feasible procedures for estimating contemporaneous linear causal structure from time series data have been developed using multiple conditional independence ...
ICDM
2005
IEEE
13 years 10 months ago
2005
IEEE
Multivariate time series (MTS) data sets are common in various multimedia, medical and financial application domains. These applications perform several data-analysis operations ...
ESANN
2007
13 years 6 months ago
2007
Since perceptual and motor processes in the brain are the result of interactions between neurons, layers and areas, a lot of attention has been directed towards the development of...
ICSE
2010
IEEE-ACM
13 years 9 months ago
2010
IEEE-ACM
Change impact analysis aims at identifying software artifacts being affected by a change. In the past, this problem has been addressed by approaches relying on static, dynamic, a...
ICASSP
2011
IEEE
12 years 8 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...