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A Path-Based Partial Information Decomposition

Based on the conceptual basis of information theory, we propose a novel mutual information measure—‘path-based mutual information’. This information measure results from the representation of a set of random variables as a probabilistic graphical model. The edges in this graph are modeled as discret...

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Detalhes bibliográficos
Publicado no:Entropy (Basel)
Autor principal: Sigtermans, David
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7597237/
https://ncbi.nlm.nih.gov/pubmed/33286721
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e22090952
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