Testing for nonlinearity in time series: the method of surrogate data

Statistical Properties of a Time-Series-Complexity Measure Applied to Stock Returns

Computational Economics

Testing Time Series for Nonlinearity

Statistics and Computing

Synchronization likelihood: an unbiased measure of generalized synchronization in multivariate data sets

Physica D

Book review: Nonlinear dynamics: techniques and applications in psychology by R. A. Heath

Journal of Mathematical Psychology

Detecting differences in temporal distribution of small earthquakes before and after large events

Computers & Geosciences

Physicists Attempt to Scale the Ivory Towers of Finance

Computing in Science and Engineering

Decreased nonlinearity of arterial blood pressure signal after endurance exercise in rats

Nonlinear Analysis: Real World Applications

Spatiotemporal spike-encoding of a continuous external signal

Neural Computation

Determinism and Nonlinearity of the Heart Rhythm

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

Electromagnetic control of earthquake dynamics?

Computers & Geosciences

Probing changes in neural interaction during adaptation

Neural Computation

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

Comparison of statistical indices using third order statistics for nonlinearity detection

Signal Processing

Predicting Chaotic Time Series Using Neural and Neurofuzzy Models: A Comparative Study

Neural Processing Letters

Multiple STFT-based approach for chaos detection in oscillatory circuits

Signal Processing

A non-parametric test for detecting the complex-valued nature of time series

International Journal of Knowledge-based and Intelligent Engineering Systems - Advanced Intelligent Techniques in Engineering Applications

Time series prediction with ensemble models applied to the CATS benchmark

Neurocomputing

Irregular firing of isolated cortical interneurons in vitro driven by intrinsic stochastic mechanisms

Neural Computation

Charting of geoelectric potential signal dynamics via geometrical techniques and its possible relation to significant earthquakes in Western Greece

Computers & Geosciences

Large scale modeling of the piriform cortex for analyzing antiepileptic effects

Proceedings of the 2008 Spring simulation multiconference

Correntropy as a novel measure for nonlinearity tests

Signal Processing

Identifying Non-random Patterns from Gene Expression Profiles

PRIB '08 Proceedings of the Third IAPR International Conference on Pattern Recognition in Bioinformatics

Statistical Baselines from Random Matrix Theory

IDEAL '08 Proceedings of the 9th International Conference on Intelligent Data Engineering and Automated Learning

Nonlinear Characterisation of Fronto-Normal Gait for Human Recognition

PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing

Local region structured noise reduction for cortical optical imaging

Neurocomputing

Improved bispectrum based tests for Gaussianity and linearity

Signal Processing

Characterization of EEG-A comparative study

Computer Methods and Programs in Biomedicine

Non-linear analysis of EEG signals at various sleep stages

Computer Methods and Programs in Biomedicine

Effect of refractoriness on learning performance of a pattern sequence

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

Perceptual constancy and the dynamics of extracting perceptual visual invariants in virtual immersion

SPPRA '08 Proceedings of the Fifth IASTED International Conference on Signal Processing, Pattern Recognition and Applications

EEG Signal Analysis: A Survey

Journal of Medical Systems

Phase transition between reactive and predictive eye movements is confirmed with nonlinear forecasting and surrogates

Neurocomputing

Generating LRD traffic traces using bootstrapping

ITC20'07 Proceedings of the 20th international teletraffic conference on Managing traffic performance in converged networks

Information theoretic derivations for causality detection: application to human gait

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks

Exploiting nonlinearity in adaptive signal processing

NOLISP'07 Proceedings of the 2007 international conference on Advances in nonlinear speech processing

Nonlinear analyses of exchange rates based on the BDS-surrogate data: evidence from main Asian markets

FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 2

Surrogate data test for nonlinearity of the rat cerebellar electrocorticogram in the model of brain injury

Signal Processing

Estimation of a Structural Vector Autoregression Model Using Non-Gaussianity

The Journal of Machine Learning Research

Testing stationarity with surrogates: a time-frequency approach

IEEE Transactions on Signal Processing

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

Recurrence plots for identifying memory components in single-trial EEGs

BI'10 Proceedings of the 2010 international conference on Brain informatics

Identification of hydrocarbon contamination in low porosity marble samples using ac conductivity time-series

AEE'05 Proceedings of the 4th WSEAS international conference on Applications of electrical engineering

EEGLAB, SIFT, NFT, BCILAB, and ERICA: new tools for advanced EEG processing

Computational Intelligence and Neuroscience - Special issue on academic software applications for electromagnetic brain mapping using MEG and EEG

Surrogate data: A novel approach to object detection

International Journal of Applied Mathematics and Computer Science

Applications of granger causality model to connectivity network based on fMRI time series

ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I

Using back propagation feedback neural networks and recurrence quantification analysis of EEGs predict responses to incision during anesthesia

ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II

Comparison of complexity and regularity of ERP recordings between single and dual tasks using sample entropy algorithm

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I

Testing the involvement of baroreflex during general anesthesia through Granger causality approach

Computers in Biology and Medicine

Time variant causality model applied in brain connectivity network based on event related potential

ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I

Rewiring-induced chaos in pulse-coupled neural networks

Neural Computation

The 2011 signal separation evaluation campaign (SiSEC2011): - biomedical data analysis -

LVA/ICA'12 Proceedings of the 10th international conference on Latent Variable Analysis and Signal Separation

A note on shuffled financial surrogates

Mathematical and Computer Modelling: An International Journal

Structure and properties of the attractor of a marine dynamical system

Mathematical and Computer Modelling: An International Journal

A generalization of some classical time series tools

Computational Statistics & Data Analysis

Use of higher order spectrum in characterizing nonlinear interactions in human brain signals

Proceedings of the International Conference on Advances in Computing, Communications and Informatics

GMAC: A Matlab toolbox for spectral Granger causality analysis of fMRI data

Computers in Biology and Medicine

Large-scale neuro-modeling for understanding and explaining some brain-related chaotic behavior

Simulation

Fusion of hypothesis testing for nonlinearity detection in small time series

Signal Processing

Characterising non-linear dynamics in nocturnal breathing patterns of healthy infants using recurrence quantification analysis

Computers in Biology and Medicine

A demand forecast model using a combination of surrogate data analysis and optimal neural network approach

Decision Support Systems

Automated EEG analysis of epilepsy: A review

Knowledge-Based Systems

Performance analysis of Hurst exponent estimators using surrogate-data and fractional lognormal noise models: Application to breathing signals from preterm infants

Digital Signal Processing

Structured errors in reconstruction methods for Non-Cartesian MR data

Computers in Biology and Medicine