A novel method for forecasting time series based on directed visibility graph and improved random walk
Yuntong Hu, Fuyuan Xiao
Topics & Concepts
Visibility graphRandom walkSeries (stratigraphy)Computer scienceVisibilityGraphTime seriesRobustness (evolution)Data miningSimilarity (geometry)EconometricsArtificial intelligenceAlgorithmMachine learningStatisticsMathematicsTheoretical computer scienceGeographyBiochemistryChemistryPaleontologyBiologyImage (mathematics)MeteorologyGeneRegular polygonGeometryTime Series Analysis and ForecastingStock Market Forecasting MethodsComplex Systems and Time Series Analysis