Nonlinear time series analysis

A Multistrategy Approach to Classifier Learning from Time Series

Machine Learning - Special issue on multistrategy learning

Identification of Human Postural Sway

Open Systems & Information Dynamics

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

A Neural Network with Evolutionary Neurons

Neural Processing Letters

Synchronization in Brain - Assessment by Electroencephalographic Signals

IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Connectionist Models of Neurons, Learning Processes and Artificial Intelligence-Part I

Generalized Relevance LVQ for Time Series

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

New techniques for non-linear behavioral modeling of microwave/RF ICs from simulation and nonlinear microwave measurements

Proceedings of the 40th annual Design Automation Conference

Analysis of data from periodically forced stochastic processes

Physics Letters A

Electromagnetic control of earthquake dynamics?

Computers & Geosciences

Characterizing Chaos through Lyapunov Metrics

ICCI '03 Proceedings of the 2nd IEEE International Conference on Cognitive Informatics

Probing changes in neural interaction during adaptation

Neural Computation

Visualizing concept drift

Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining

Back-propagation learning of infinite-dimensional dynamical systems

Neural Networks

Blind separation of post-nonlinear mixtures using linearizing transformations and temporal decorrelation

The Journal of Machine Learning Research

Blind separation of post-nonlinear mixtures using linearizing transformations and temporal decorrelation

The Journal of Machine Learning Research

A Fuzzy-Set-Based Reconstructed Phase Space Method for Idenitification of Temporal Patterns in Complex Time Series

IEEE Transactions on Knowledge and Data Engineering

Making Subsequence Time Series Clustering Meaningful

ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining

Hierarchical Organization in Smooth Dynamical Systems

Artificial Life

Understandable models Of music collections based on exhaustive feature generation with temporal statistics

Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining

Smoothly adjustable denoising using a priori knowledge

Signal Processing - Signal processing in UWB communications

Unfolding preprocessing for meaningful time series clustering

Neural Networks - 2006 Special issue: Advances in self-organizing maps--WSOM'05

Voiced speech as response of a self-consistent fundamental drive

Speech Communication

Making clustering in delay-vector space meaningful

Knowledge and Information Systems

Enhancement of Chinese speech based on nonlinear dynamics

Signal Processing

Variable selection for wind power prediction using particle swarm optimization

Proceedings of the 9th annual conference on Genetic and evolutionary computation

Particle filtering equalization method for a satellite communication channel

EURASIP Journal on Applied Signal Processing

Multiscale analysis of short term heart beat interval, arterial blood pressure, and instantaneous lung volume time series

Artificial Intelligence in Medicine

Real-time agent characterization and prediction

Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems

Structual approach to instability and chaos in non-linear causal systems

ISTASC'07 Proceedings of the 7th Conference on 7th WSEAS International Conference on Systems Theory and Scientific Computation - Volume 7

Implementation of artificial intelligence in the time series prediction problem

SMO'06 Proceedings of the 6th WSEAS International Conference on Simulation, Modelling and Optimization

Comparison of artificial intelligence methods for predicting the time series problem

SMO'06 Proceedings of the 6th WSEAS International Conference on Simulation, Modelling and Optimization

Spectral decay vs. correlation dimension of EEG

Neurocomputing

Support vector machine-based arrhythmia classification using reduced features of heart rate variability signal

Artificial Intelligence in Medicine

Correntropy as a novel measure for nonlinearity tests

Signal Processing

Radial Basis Function Neural Network Predictor for Parameter Estimation in Chaotic Noise

ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks

Prediction Horizons in Agent Models

Engineering Environment-Mediated Multi-Agent Systems

A Sliding Singular Spectrum Entropy Method and Its Application to Gear Fault Diagnosis

ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues

Estimating intrinsic dimensionality of fMRI dataset incorporating an AR(1) noise model with cubic spline interpolation

Neurocomputing

Model dissection from earthquake time series: A comparative analysis using modern non-linear forecasting and artificial neural network approaches

Computers & Geosciences

On efficient multistep non-linear time series prediction in chaotic diode resonator circuits by optimizing the combination of non-linear time series analysis and neural networks

Engineering Applications of Artificial Intelligence

Embedding dimension estimation of high dimensional chaotic time series using distributed time delay neural network

ISTASC'08 Proceedings of the 8th conference on Systems theory and scientific computation

Dynamical Calling Behavior Experimentally Observed in Japanese Tree Frogs (Hyla japonica)

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

Genetic Programming Based Approach for Synchronization with Parameter Mismatches in EEG

EuroGP '09 Proceedings of the 12th European Conference on Genetic Programming

Non-uniform attractor embedding for time series forecasting by fuzzy inference systems

Neurocomputing

A mathematical analysis of collective cognitive convergence

Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems - Volume 1

Nonlinear Time Series Prediction by Using RBF Network

ISNN '09 Proceedings of the 6th International Symposium on Neural Networks on Advances in Neural Networks

Dissipation normal forms and further applications of Lyapunov - Tellegen's principle

ICS'08 Proceedings of the 12th WSEAS international conference on Systems

Automatic Chinese catchword extraction based on time series analysis

CoNLL '08 Proceedings of the Twelfth Conference on Computational Natural Language Learning

Analysis and classification of speech signals by generalized fractal dimension features

Speech Communication

Thread-based implementations of the false nearest neighbors method

Parallel Computing

Entropies for detection of epilepsy in EEG

Computer Methods and Programs in Biomedicine

Characterization of EEG-A comparative study

Computer Methods and Programs in Biomedicine

Epileptic seizure detection: A nonlinear viewpoint

Computer Methods and Programs in Biomedicine

Characterization of healthy and pathological voice through measures based on nonlinear dynamics

IEEE Transactions on Audio, Speech, and Language Processing

Advances in automatic detection of failures in electric machines using audio signals

ASC '07 Proceedings of The Eleventh IASTED International Conference on Artificial Intelligence and Soft Computing

Prediction of multivariate chaotic time series with local polynomial fitting

Computers & Mathematics with Applications

EEG Signal Analysis: A Survey

Journal of Medical Systems

An oblique-extrema-based approach for empirical mode decomposition

Digital Signal Processing

Phase space reconstruction based classification of power disturbances using support vector machines

PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining

Real-time segmenting time series data

APWeb'03 Proceedings of the 5th Asia-Pacific web conference on Web technologies and applications

Discovering functional communities in dynamical networks

ICML'06 Proceedings of the 2006 conference on Statistical network analysis

Efficient non linear time series prediction using non linear signal analysis and neural networks in chaotic diode resonator circuits

ICDM'07 Proceedings of the 7th industrial conference on Advances in data mining: theoretical aspects and applications

SVM-based time series prediction with nonlinear dynamics methods

KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part III

Concurrent modeling of alternative worlds with polyagents

MABS'06 Proceedings of the 2006 international conference on Multi-agent-based simulation VII

Non-stationary self-consistent acoustic objects as atoms of voiced speech

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

Bayesian inference based on stationary fokker-planck sampling

Neural Computation

Recurrence quantification analysis of spontaneous electrophysiological activity during development: characterization of in vitro neuronal networks cultured on multi electrode array chips

Advances in Artificial Intelligence - Special issue on artificial intelligence in neuroscience and systems biology: lessons learnt, open problems, and the road ahead

Boosting-based discovery of multi-component physiological indicators: applications to express diagnostics and personalized treatment optimization

Proceedings of the 1st ACM International Health Informatics Symposium

Simulation of cutting force using nonstationary Gaussian process

Journal of Intelligent Manufacturing

Multivariate information-theoretic measures reveal directed information structure and task relevant changes in fMRI connectivity

Journal of Computational Neuroscience

Transfer entropy--a model-free measure of effective connectivity for the neurosciences

Journal of Computational Neuroscience

Iterative multilayer fault diagnosis approach for complex systems

ICECS'05 Proceedings of the 4th WSEAS international conference on Electronics, control and signal processing

Third degree Volterra kernel for newborn cry estimation

MCPR'10 Proceedings of the 2nd Mexican conference on Pattern recognition: Advances in pattern recognition

Using phase space reconstruction for patient independent heartbeat classification in comparison with some benchmark methods

Computers in Biology and Medicine

Complex neuro-cognitive systems

IWINAC'11 Proceedings of the 4th international conference on Interplay between natural and artificial computation - Volume Part I

Improved forecasting considering dynamic properties within the time series of customer demands

GAVTASC'11 Proceedings of the 11th WSEAS international conference on Signal processing, computational geometry and artificial vision, and Proceedings of the 11th WSEAS international conference on Systems theory and scientific computation

An adaptive approach for the identification of improper complex signals

Signal Processing

Modelling of brain consciousness based on collaborative adaptive filters

Neurocomputing

Application of nonlinear dynamics characterization to emotional speech

NOLISP'11 Proceedings of the 5th international conference on Advances in nonlinear speech processing

Cortical lateralization analysis by kolmogorov entropy of EEG

PCI'05 Proceedings of the 10th Panhellenic conference on Advances in Informatics

Diagnosis of inverter faults in PMSM DTC drive using time-series data mining technique

ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications

Modelling of chaotic systems with recurrent least squares support vector machines combined with reconstructed embedding phase space

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

Modeling and prediction of electric arc furnace based on neural network and chaos theory

ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part III

A data-driven paradigm to understand multimodal communication in human-human and human-robot interaction

IDA'10 Proceedings of the 9th international conference on Advances in Intelligent Data Analysis

A two-level drive – response model of non-stationary speech signals

NOLISP'05 Proceedings of the 3rd international conference on Non-Linear Analyses and Algorithms for Speech Processing

Nonlinear time series modeling and prediction using functional weights wavelet neural network-based state-dependent AR model

Neurocomputing

Application of an improved adaptive chaos prediction model in aero-engine performance parameters

WSEAS Transactions on Mathematics

Extracting multisource brain activity from a single electromagnetic channel

Artificial Intelligence in Medicine

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

International Journal of Speech Technology

Feature selection for classification of oscillating time series

Expert Systems: The Journal of Knowledge Engineering

Three Novel Methods to Predict Traffic Time Series in Reconstructed State Spaces

International Journal of Applied Evolutionary Computation

Analysis of a hand arm system

Robotics and Computer-Integrated Manufacturing

Gait identification by means of box approximation geometry of reconstructed attractors in latent space

Neurocomputing

Autoregressive modeling of speech trajectory transformed to the reconstructed phase space for ASR purposes

Digital Signal Processing

The three-state test for chaos detection in discrete maps

Applied Soft Computing

A model-based method for computation of correlation dimension, Lyapunov exponents and synchronization from depth-EEG signals

Computer Methods and Programs in Biomedicine

Interdependence and predictability of human mobility and social interactions

Pervasive and Mobile Computing

Forecasting Spanish Unemployment Using Near Neighbour and Neural Net Techniques

Computational Economics

An application of sensor and streaming analytics to oil production

Proceedings of the 17th International Conference on Management of Data

Nonlinear dynamics characterization of emotional speech

Neurocomputing