State space reconstruction parameters in the analysis of chaotic time series—the role of the time window length

On reconstruction of strange attractors using their noise related directional properties

Signal Processing

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

RLDDE: A novel reinforcement learning-based dimension and delay estimator for neural networks in time series prediction

Neurocomputing

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

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

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

Chaos-Based dynamic qos scheme and simulating analysis

APPT'05 Proceedings of the 6th international conference on Advanced Parallel Processing Technologies

Nearest neighbor estimate of conditional mutual information in feature selection

Expert Systems with Applications: An International Journal

Feature selection for classification of oscillating time series

Expert Systems: The Journal of Knowledge Engineering

Non uniform Embedding based on Relevance Analysis with reduced computational complexity: Application to the detection of pathologies from biosignal recordings

Neurocomputing