136 search results - page 13 / 28 » Gaussian process for nonstationary time series prediction |
BMCBI
2007
13 years 8 months ago
2007
Background: Structure identification of dynamic models for complex biological systems is the cornerstone of their reverse engineering. Biochemical Systems Theory (BST) offers a pa...
JMLR
2011
13 years 3 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...
CIKM
2008
Springer
13 years 10 months ago
2008
Springer
Tagged data is rapidly becoming more available on the World Wide Web. Web sites which populate tagging services offer a good way for Internet users to share their knowledge. An in...
SUTC
2006
IEEE
14 years 2 months ago
2006
IEEE
In this paper, we propose an adaptive hybrid dynamic power management (AH-DPM) strategy based on a predictive shutdown scheme and an adaptive non-stationary stochastic process. Th...
ICPR
2006
IEEE
14 years 9 months ago
2006
IEEE
We propose a criterion, called `maximal redundancy', for onset detection in time series. The concept redundancy is adopted from information theory and indicates how well a si...