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Causal Discovery from Temporally Aggregated Time Series

Discovering causal structure of a dynamical system from observed time series is a traditional and important problem. In many practical applications, observed data are obtained by applying subsampling or temporally aggregation to the original causal processes, making it difficult to discover the unde...

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Detalhes bibliográficos
Publicado no:Uncertain Artif Intell
Main Authors: Gong, Mingming, Zhang, Kun, Schölkopf, Bernhard, Glymour, Clark, Tao, Dacheng
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5995575/
https://ncbi.nlm.nih.gov/pubmed/29899680
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