author : Martin Casdagli

Contents

• Alistair I. Mees.

Tesselations and Dynamical Systems

• Sara A. Solla.

Supervised Learning: A Theoretical Framework

• W. C. Mead, R. D. Jones, Y. C. Lee, C. W. Barnes, Gary William Flake, L. A. Lee, M. K. O'Rourke.

Prediction of Chaotic Time Series using CNLS-Net-Example: The Mackey-Glass Equation

• L. Stokbro, D. K. Umberger.

Forecasting with Weighted Maps

• Grace Wahba.

Multivariate Function and Operator Estimation, Based on Smoothing Splines and Reproducing Kernels

• Richard L. Smith.

Optimal Estimation of Fractal Dimension

• W. A. Brock, S. M. Potter.

Diagnostic Testing for Nonlinearity, Chaos, and General Dependence in Time-Series Data

• James Theiler, Bryan Galdrikian, Andre Longtin, Stephen G. Eubank, J. Doyne Farmer.

Using Surrogate Data to Detect Nonlinearity in Time Series

• Clive W. J. Granger, Timo Terasvirta.

Experiments in Modeling Nonlinear Relationships Between Time Series

• T. Subba Rao.

Analysis of Nonlinear Time Series (and Chaos) by Bispectral Methods

• Henry D. I. Abarbanel.

Local and Global Lyapunov Exponents on a Strange Attractor

• Thomas P. Meyer, Norman H. Packard.

Local Forecasting of High-Dimensional Chaotic Dynamics

• Martin Casdagli.

A Dynamical Systems Approach to Modeling Input-Output Systems

• Wallace E. Larimore.

Identification and Filtering of Nonlinear Systems Using Canonical Variate Analysis

• Aviv Bergman, Peter Grassberger, Thomas P. Meyer.

Forecasting Probabilities with Neural Networks

• James P. Crutchfield.

Semantics and Thermodynamics

• Matthew Koebbe, Gottfried J. Mayer-Kress.

Use of Recurrence Plots in the Analysis of Time-Series Data

• Blake LeBaron.

Nonlinear Forecasts for the S&P Stock Index

• Andreas S. Weigend, Bernardo A. Huberman, David E. Rumelhart.

Predicting Sunspots and Exchange Rates with Connectionist Networks

• Brent Townshend.

Nonlinear Prediction of Speech Signals

• William W. Taylor.

Application of Nonlinear Prediction to Signal Separation

• Norman F. Hunter Jr.

Application of Nonlinear Time-Series Models to Driven Systems

• Daniel P. Lathrop, Eric J. Kostelich.

Periodic Saddle Orbits in Experimental Strange Attractors

• Christopher G. Atkeson.

Memory-Based Approaches to Approximating Continuous Functions