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

Abstract 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 c...

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Bibliographic Details
Main Authors: Dimitrios Tsiotas, Lykourgos Magafas, Panos Argyrakis
Format: Article
Language:English
Published: Nature Publishing Group 2021-06-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-89552-2