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Characterizing system dynamics with a weighted and directed network constructed from time series data
11 references·4 citing·28 second hop
Characterizing system dynamics with a weighted and directed network constructed from time series data (2014)Characterizing system dynamics with a wei…Weighted-permutation entropy: A complexity measure for time series incorporating amplitude information (2013)Weighted-permutation entropy:…Time series irreversibility: a visibility graph approach (2012)Time series irreversibility: …RECURRENCE-BASED TIME SERIES ANALYSIS BY MEANS OF COMPLEX NETWORK METHODS (2011)RECURRENCE-BASED TIME SERIES …Duality between Time Series and Networks (2011)Duality between Time Series a…Mapping stochastic processes onto complex networks (2009)Mapping stochastic processes …Horizontal visibility graphs: Exact results for random time series (2009)Horizontal visibility graphs:…Complex network approach for recurrence analysis of time series (2009)Complex network approach for …From time series to complex networks: The visibility graph (2008)From time series to complex n…Evolutionary Prisoner's Dilemma on heterogeneous Newman-Watts small-world network (2007)Evolutionary Prisoner's Dilem…Complex network-based time series analysis (2007)Complex network-based time se…Detecting dynamical changes in time series using the permutation entropy (2004)Detecting dynamical changes i…Analysing and forecasting co-movement between innovative and traditional financial assets based on complex network and machine learning (2022)Analysing and forecasting co-…Stock Price Pattern Prediction Based on Complex Network and Machine Learning (2019)Stock Price Pattern Predictio…A novel hybrid approach to Baltic Dry Index forecasting based on a combined dynamic fluctuation network and artificial intelligence method (2019)A novel hybrid approach to Ba…From time series to complex networks: The phase space coarse graining (2016)From time series to complex n…The Evolution of Cooperation (1981)Evolutionary games and spatial chaos (1992)A simple rule for the evolution of cooperation on graphs and social networks (2006)Evolutionary prisoner’s dilemma game on Newman-Watts networks (2008)Spreading of cooperative behaviour across interdependent groups (2013)Different perceptions of social dilemmas: Evolutionary multigames in structured populations (2014)Networks of equities in financial markets (2004)Statistical properties of visibility graph of energy dissipation rates in three-dimensional fully developed turbulence (2010)Complex network analysis of time series (2016)The visibility graph: A new method for estimating the Hurst exponent of fractional Brownian motion (2009)Visibility Graph Based Time Series Analysis (2015)Time Series Analysis Forecasting and Control. (1971)Time Series Analysis: Forecasting and Control (1977)Time Series Analysis: Forecasting and Control. (1978)Analysis of seismic sequences by using the method of visibility graph (2012)Distinguishing Noise from Chaos: Objective versus Subjective Criteria Using Horizontal Visibility Graph (2014)Multiscale complex network for analyzing experimental multivariate time series (2015)Fractional Brownian Motions, Fractional Noises and Applications (1968)Approximate entropy as a measure of system complexity. (1991)Visualising forecasting algorithm performance using time series instance spaces (2017)Amplitude- and Fluctuation-Based Dispersion Entropy (2018)EntropyHub: An open-source toolkit for entropic time series analysis (2021)Visibility graph analysis of geophysical time series: Potentials and possible pitfalls (2012)Unified functional network and nonlinear time series analysis for complex systems science: The pyunicorn package (2015)Forbidden patterns, permutation entropy and stock market inefficiency (2009)Complexity-entropy causality plane: A useful approach to quantify the stock market inefficiency (2010)Complex network approaches to nonlinear time series analysis (2018)Multifractal analysis of financial markets: a review (2019)
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References

  • 2008From time series to complex networks: The visibility graph1,832 cited
  • 2009Horizontal visibility graphs: Exact results for random time series788 cited
  • 2009Complex network approach for recurrence analysis of time series594 cited
  • 2004Detecting dynamical changes in time series using the permutation entropy545 cited
  • 2013Weighted-permutation entropy: A complexity measure for time series incorporating amplitude information453 cited
  • 2011RECURRENCE-BASED TIME SERIES ANALYSIS BY MEANS OF COMPLEX NETWORK METHODS422 cited
  • 2007Complex network-based time series analysis368 cited
  • 2011Duality between Time Series and Networks272 cited
  • 2012Time series irreversibility: a visibility graph approach225 cited
  • 2007Evolutionary Prisoner's Dilemma on heterogeneous Newman-Watts small-world network179 cited
  • 2009Mapping stochastic processes onto complex networks98 cited

Cited by

  • 2016From time series to complex networks: The phase space coarse graining84 cited
  • 2019Stock Price Pattern Prediction Based on Complex Network and Machine Learning47 cited
  • 2019A novel hybrid approach to Baltic Dry Index forecasting based on a combined dynamic fluctuation network and artificial intelligence method43 cited

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  • 2022Analysing and forecasting co-movement between innovative and traditional financial assets based on complex network and machine learning28 cited