Search Results for author: Paul J. Rozdeba

Found 1 papers, 0 papers with code

Machine Learning of Time Series Using Time-delay Embedding and Precision Annealing

no code implementations12 Feb 2019 Alexander J. A. Ty, Zheng Fang, Rivver A. Gonzalez, Paul J. Rozdeba, Henry D. I. Abarbanel

We proceed from a scalar time series $s(t_n); t_n = t_0 + n \Delta t$ and using methods of nonlinear time series analysis show how to produce a $D_E > 1$ dimensional time delay embedding space in which the time series has no false neighbors as does the observed $s(t_n)$ time series.

BIG-bench Machine Learning Time Series +1

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