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Discovering Causal Structures from Time Series Data via Enhanced Granger Causality.
Ling Luo
Wei Liu
Irena Koprinska
Fang Chen
Published in:
Australasian Conference on Artificial Intelligence (2015)
Keyphrases
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granger causality
multivariate time series
causal relationships
impulse response
error correction
electricity consumption
temporal data
functional connectivity
bayesian networks
dimension reduction
spatial structure
data mining
feature space
high dimensional
dimensionality reduction