Mapping coupled time-series onto a complex network

@article{Ardalankia2020MappingCT,
  title={Mapping coupled time-series onto a complex network},
  author={Jamshid Ardalankia and Jafar Askari and Somaye Sheykhali and Emmanuel Haven and G. Reza Jafari},
  journal={Europhysics Letters},
  year={2020},
  volume={132}
}
In order to extract hidden joint information from two possibly uncorrelated time-series, we explored the measures of network science. Alongside common methods in time-series analysis of the economic markets, the mapping joint structure of two time-series onto a network provides insight into hidden aspects embedded in the couplings. We quantise the amplitude of two time-series and investigate relative simultaneous locations of those amplitudes. Each segment of a quantised amplitude is considered… 
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