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CausalTime: Realistically Generated Time-series for Benchmarking of Causal Discovery.
Yuxiao Cheng
Ziqian Wang
Tingxiong Xiao
Qin Zhong
Jinli Suo
Kunlun He
Published in:
CoRR (2023)
Keyphrases
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causal discovery
causal models
causal relationships
bayesian networks
discovery process
causal structure
directed acyclic graph
markov blanket
multivariate time series
observational data
conditional independence
database
learning process
probability distribution
knowledge discovery