Decoding olfactory stimuli in EEG data using nonlinear features: A pilot study

A study of cross-validation and bootstrap for accuracy estimation and model selection

Ron Kohavi · 1995 · 10.7K citations

Determining Lyapunov exponents from a time series

Alan Wolf, J. B. Swift, Harry L. Swinney et al. · Physica D Nonlinear Phenomena · 1985 · 9.2K citations · Full text

Engineering, Entropy, High-dimensional Chaos +3

Approximate entropy as a measure of system complexity.

Steven M. Pincus · Proceedings of the National Academy of Sciences · 1991 · 5.7K citations · Full text

Engineering, Data Science, Data Mining +13

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