Improving time series modeling by decomposing and analyzing stochastic and deterministic influences

The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis

Norden E. Huang, Steven Long, Man‐Li C. Wu et al. · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences · 1998 · 22.9K citations · Full text

Independent coordinates for strange attractors from mutual information

Andrew M. Fraser, Harry L. Swinney · Physical review. A, General physics · 1986 · 4.5K citations

Engineering, Chaos Theory, Entropy +9

Determining embedding dimension for phase-space reconstruction using a geometrical construction

Matthew B. Kennel, Reggie Brown, Henry D. I. Abarbanel · Physical Review A · 1992 · 3.7K citations

Image Reconstruction, Engineering, Geometry +19

Recurrence plots for the analysis of complex systems

Norbert Marwan, M. Carmen Romano, Marko Thiel et al. · Physics Reports · 2007 · 3.7K citations · Full text

Complex Systems, Discrete Dynamical System, Complex Dynamic System +1

The Analysis of Time Series: An Introduction

David A. Dickey, Chris Chatfield · Technometrics · 1991 · 3.6K citations

State Estimation, Forecasting Methodology, Probabilistic Forecasting +15