40 search results - page 2 / 8 » Issues in Temporal and Causal Inference |
AAAI
1990
13 years 8 months ago
1990
There are many planning applications that require an agent to coordinate its activities with processes that change continuously over time. Several proposals have been made for com...
KDD
2009
ACM
14 years 20 hour ago
2009
ACM
We develop and evaluate an approach to causal modeling based on time series data, collectively referred to as“grouped graphical Granger modeling methods.” Graphical Granger mo...
JMLR
2010
13 years 2 months ago
2010
In time series analysis, inference about causeeffect relationships among multiple times series is commonly based on the concept of Granger causality, which exploits temporal struc...
MEDINFO
2007
13 years 9 months ago
2007
Temporal constraints play a fundamental role in clinical guidelines. For example, temporal indeterminacy, constraints about duration, delays between actions and periodic repetitio...
JMLR
2011
13 years 2 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...