367 search results - page 2 / 74 » Robust Induction of Process Models from Time-Series Data |
GECCO
2004
Springer
13 years 11 months ago
2004
Springer
Abstract. In this paper we address the problem of finding gene regulatory networks from experimental DNA microarray data. Different approaches to infer the dependencies of gene r...
JMLR
2011
13 years 22 days 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...
LCN
1999
IEEE
13 years 10 months ago
1999
IEEE
A statistical analysis of Internet traffic measurements from a campus site is carried out to examine the influence of the constituent protocols and applications on the characteris...
IDA
2003
Springer
13 years 11 months ago
2003
Springer
Abstract. Many examples exist of multivariate time series where dependencies between variables change over time. If these changing dependencies are not taken into account, any mode...
AAAI
2012
11 years 8 months ago
2012
Scientists use two forms of knowledge in the construction of explanatory models: generalized entities and processes that relate them; and constraints that specify acceptable combi...