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An electrostatics method for converting a time-series into a weighted complex network

This paper proposes a new method for converting a time-series into a weighted graph (complex network), which builds on electrostatics in physics. The proposed method conceptualizes a time-series as a series of stationary, electrically charged particles, on which Coulomb-like forces can be computed....

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Detalles Bibliográficos
Autores principales: Tsiotas, Dimitrios, Magafas, Lykourgos, Argyrakis, Panos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8175385/
https://www.ncbi.nlm.nih.gov/pubmed/34083564
http://dx.doi.org/10.1038/s41598-021-89552-2