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Visibility graph analysis on quarterly macroeconomic series of China based on complex network theory

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References

2008From time series to complex networks: The visibility graph1,832 cited
1999Universal and Nonuniversal Properties of Cross Correlations in Financial Time Series1,017 cited
2003Theory and applications of long-range dependence989 cited
2009Horizontal visibility graphs: Exact results for random time series788 cited
2009The visibility graph: A new method for estimating the Hurst exponent of fractional Brownian motion393 cited
2002Dynamic asset trees and portfolio analysis193 cited
2010Statistical properties of visibility graph of energy dissipation rates in three-dimensional fully developed turbulence151 cited
2009Visibility graph approach to exchange rate series137 cited
2009Degree distributions of the visibility graphs mapped from fractional Brownian motions and multifractal random walks115 cited

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2016A visibility graph power averaging aggregation operator: A methodology based on network analysis83 cited
2013The role of fluctuating modes of autocorrelation in crude oil prices83 cited
2021Commodity prices co-movements and financial stability: A multidimensional visibility nexus with climate conditions82 cited
2018A novel visibility graph transformation of time series into weighted networks71 cited
2022Chart GCN: Learning chart information with a graph convolutional network for stock movement prediction

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48 cited

2017Ordered visibility graph average aggregation operator: An application in produced water management43 cited