Extracting qualitative dynamics from experimental data

Predicting acid concentrations in processing plant effluent: an application of time series prediction using neural networks

SAC '92 Proceedings of the 1992 ACM/SIGAPP symposium on Applied computing: technological challenges of the 1990's

A Resampling Algorithm for Chaotic Time Series

Statistics and Computing

On reconstruction of strange attractors using their noise related directional properties

Signal Processing

A Generalisable Measure of Self-Organisation and Emergence

ICANN '01 Proceedings of the International Conference on Artificial Neural Networks

SSA, SVD, QR-cp, and RBF Model Reduction

ICANN '02 Proceedings of the International Conference on Artificial Neural Networks

Principal Component Analysis for Descriptive Epidemiology

ISMDA '00 Proceedings of the First International Symposium on Medical Data Analysis

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Neural networks and the financial markets

Upper bounds on the number of significant degrees of freedom of noise influenced oscillations of moving machines

Systems Analysis Modelling Simulation

Experimental analysis of heart rate variability of long-recording electrocardiograms in normal subjects and patients with coronary artery disease and normal left ventricular function

Journal of Biomedical Informatics

Application of an ensemble technique based on singular spectrum analysis to daily rainfall forecasting

Neural Networks - 2003 Special issue: Neural network analysis of complex scientific data: Astronomy and geosciences

Nonlinear model for ECG R-R interval variation using genetic programming approach

Future Generation Computer Systems

Learning Chaotic Attractors by Neural Networks

Neural Computation

Source separation using single channel ICA

Signal Processing

Multi-step ahead direct prediction for the machine condition prognosis using regression trees and neuro-fuzzy systems

Expert Systems with Applications: An International Journal

Principal manifold learning by sparse grids

Computing

On the analysis of single versus multiple channels of electromagnetic brain signals

Artificial Intelligence in Medicine

Nonlinear model for ECG R-R interval variation using genetic programming approach

Future Generation Computer Systems

A nonlinear model for predicting ECG R-R interval variation based on the evolutionary computation approach

ICCS'03 Proceedings of the 1st international conference on Computational science: PartI

Identifying multiple spatiotemporal patterns: A refined view on terrestrial photosynthetic activity

Pattern Recognition Letters

An index of signal mode complexity based on orthogonal transformation

Journal of Computational Neuroscience

Data-driven models for monthly streamflow time series prediction

Engineering Applications of Artificial Intelligence

A Nonlinear Generalization of Singular Value Decomposition and Its Applications to Mathematical Modeling and Chaotic Cryptanalysis

Acta Applicandae Mathematicae: an international survey journal on applying mathematics and mathematical applications

A prediction of electrocardiography signals by combining ARMA model with nonlinear analysis methods

ACACOS'11 Proceedings of the 10th WSEAS international conference on Applied computer and applied computational science

A prediction method for nonlinear time series analysis of air temperature data by combining the false nearest neighbors and subspace identification methods

ACACOS'11 Proceedings of the 10th WSEAS international conference on Applied computer and applied computational science

Singular Spectrum Analysis of Sleep EEG in Insomnia

Journal of Medical Systems

Theoretical basis of novelty detection in time series using negative selection algorithms

ICARIS'06 Proceedings of the 5th international conference on Artificial Immune Systems

Extracting multisource brain activity from a single electromagnetic channel

Artificial Intelligence in Medicine

Prediction of rainfall time series using modular RBF neural network model coupled with SSA and PLS

ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part II

Time---domain non-linear feature parameter for consonant classification

International Journal of Speech Technology

Online extraction of main linear trends for nonlinear time-varying processes

Information Sciences: an International Journal

Melt index prediction by aggregated RBF neural networks trained with chaotic theory

Neurocomputing