Reconstruction of Complex Directional Networks with Group Lasso Nonlinear Conditional Granger Causality

Reconstruction of networks underlying complex systems is one of the most crucial problems in many areas of engineering and science. In this paper, rather than identifying parameters of complex systems governed by pre-defined models or taking some polynomial and rational functions as a prior informat...

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Detalles Bibliográficos
Autores principales: Yang, Guanxue, Wang, Lin, Wang, Xiaofan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5462833/
https://www.ncbi.nlm.nih.gov/pubmed/28592807
http://dx.doi.org/10.1038/s41598-017-02762-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5462833/
https://www.ncbi.nlm.nih.gov/pubmed/28592807
http://dx.doi.org/10.1038/s41598-017-02762-5

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