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» A Decision-based View of Causality
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AIME
2009
Springer
13 years 12 months ago
Causal Probabilistic Modelling for Two-View Mammographic Analysis
Abstract. Mammographic analysis is a difficult task due to the complexity of image interpretation. This results in diagnostic uncertainty, thus provoking the need for assistance by...
Marina Velikova, Maurice Samulski, Peter J. F. Luc...
FLAIRS
2008
13 years 7 months ago
A Causal Bayesian Network View of Reinforcement Learning
Charles W. Fox, Neil Girdhar, Kevin N. Gurney
MM
2005
ACM
117views Multimedia» more  MM 2005»
13 years 10 months ago
Streaming with causality: a practical approach
Highly interactive collaborative streaming applications express the need for causality. Solutions exist but we argue that more work needs to be done especially from a perceptual p...
Cezar Plesca, Romulus Grigoras, Philippe Qué...
JMLR
2010
194views more  JMLR 2010»
13 years 2 days ago
Graphical Gaussian modelling of multivariate time series with latent variables
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...
Michael Eichler
TPHOL
2008
IEEE
13 years 11 months ago
Formal Reasoning About Causality Analysis
Systems that can immediately react to their inputs may suffer from cyclic dependencies between their actions and the corresponding trigger conditions. For this reason, causality an...
Jens Brandt, Klaus Schneider