Multiple sources and multiple measures based traffic flow prediction using the chaos theory and support vector regression method

Determining Lyapunov exponents from a time series

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Natural Sciences, Physics, Dynamical Systems +13

A practical method for calculating largest Lyapunov exponents from small data sets

Michael T. Rosenstein, James J. Collins, Carlo J. De Luca · Physica D Nonlinear Phenomena · 1993 · 3.4K citations

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Comparison of parametric and nonparametric models for traffic flow forecasting

Brian L. Smith, Billy M. Williams, Rudy Oswald · Transportation Research Part C Emerging Technologies · 2002 · 999 citations

Engineering, Transportation Planning, Forecasting +13

A robust method to estimate the maximal Lyapunov exponent of a time series

Hölger Kantz · Physics Letters A · 1994 · 900 citations

Natural Sciences, Mathematics, Dynamical Systems +15