Nonlinear Time Series Analysis

Dynamic Nonlinear Modelization of Operational Supply Chain Systems

Journal of Global Optimization

Time series extrapolation using hierarchical case-based reasoning

SPPRA'06 Proceedings of the 24th IASTED international conference on Signal processing, pattern recognition, and applications

Evaluation of probabilistic queries over imprecise data in constantly-evolving environments

Information Systems

Poincaré pitch marks

Speech Communication

Symbolic time series analysis via wavelet-based partitioning

Signal Processing - Special section: Distributed source coding

High-dimensional delay selection for regression models with mutual information and distance-to-diagonal criteria

Neurocomputing

A novel approach for estimation of optimal embedding parameters of nonlinear time series by structural learning of neural network

Neurocomputing

Analysis and modeling of job arrivals in a production grid

ACM SIGMETRICS Performance Evaluation Review

Predicting service request in support centers based on nonlinear dynamics, ARMA modeling and neural networks

Expert Systems with Applications: An International Journal

2007 Special Issue: Edge of chaos and prediction of computational performance for neural circuit models

Neural Networks

Fractal nature of highway traffic data

Computers & Mathematics with Applications

Sequential Data Fusion via Vector Spaces: Fusion of Heterogeneous Data in the Complex Domain

Journal of VLSI Signal Processing Systems

Feature Fusion for the Detection of Microsleep Events

Journal of VLSI Signal Processing Systems

Forecasting next-day price of electricity in the Spanish energy market using artificial neural networks

Engineering Applications of Artificial Intelligence

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

Neural Computation

Chaotic frequency scaling in a coupled oscillator model for free rhythmic actions

Neural Computation

Use of chaotic sequences in a biologically inspired algorithm for engineering design optimization

Expert Systems with Applications: An International Journal

Fast communication: Extension of the local subspace method to enhancement of speech with colored noise

Signal Processing

An optimum strategy for dynamic and stochastic packet routing problems by chaotic neurodynamics

Integrated Computer-Aided Engineering - Artificial Neural Networks

Nonlinear Dynamical Shape Priors for Level Set Segmentation

Journal of Scientific Computing

Long-term time series prediction with the NARX network: An empirical evaluation

Neurocomputing

Robust projective filtering of time-warped ECG beats

Computer Methods and Programs in Biomedicine

A New Intelligent System Methodology for Time Series Forecasting with Artificial Neural Networks

Neural Processing Letters

An intelligent hybrid morphological-rank-linear method for financial time series prediction

Neurocomputing

A comparison of multiple classification methods for diagnosis of Parkinson disease

Expert Systems with Applications: An International Journal

Autoregressive time series prediction by means of fuzzy inference systems using nonparametric residual variance estimation

Fuzzy Sets and Systems

Distributed opportunistic communication protocol for wireless multihop networks

International Journal of Mobile Network Design and Innovation

Discovering novelty in spatio/temporal data using one-class support vector machines

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

Analysis of the Doppler signals using largest Lyapunov exponent and correlation dimension in healthy and stenosed internal carotid artery patients

Digital Signal Processing

A data mining framework for time series estimation

Journal of Biomedical Informatics

Modeling job arrivals in a data-intensive grid

JSSPP'06 Proceedings of the 12th international conference on Job scheduling strategies for parallel processing

Stationary Fokker: planck learning for the optimization of parameters in nonlinear models

MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence

Passive creeping of a snake-like robot

ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics

A Hybrid Intelligent Morphological Approach for Stock Market Forecasting

Neural Processing Letters

Time series forecasting using a perturbative intelligent system

Proceedings of the 12th annual conference on Genetic and evolutionary computation

Classifying proteins using gapped Markov feature pairs

Neurocomputing

A multi-objective artificial immune algorithm for parameter optimization in support vector machine

Applied Soft Computing

Correlation Dimension Analysis of Doppler Signals in Children with Aortic Valve Disorders

Journal of Medical Systems

An index of signal mode complexity based on orthogonal transformation

Journal of Computational Neuroscience

Characteristic time scales of electroencephalograms of narcoleptic patients and healthy controls

Computers in Biology and Medicine

Swarm-based translation-invariant morphological prediction method for financial time series forecasting

Information Sciences: an International Journal

Model-based cover song detection via threshold autoregressive forecasts

Proceedings of 3rd international workshop on Machine learning and music

Translation Invariant Morphological Time-lag Added Evolutionary Forecasting method for stock market prediction

Expert Systems with Applications: An International Journal

MS based nonlinear methods for gastric cancer early detection

LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and simulation and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part III

Hybrid intelligent methodology to design translation invariant morphological operators for Brazilian stock market prediction

Neural Networks

A class of hybrid morphological perceptrons with application in time series forecasting

Knowledge-Based Systems

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

Curvature analysis of frequency modulated manifolds in dimensionality reduction

Calcolo: a quarterly on numerical analysis and theory of computation

A systematic chaotic noise reduction method combining with neural network

ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II

Ant colony optimization for determining the optimal dimension and delays in phase space reconstruction

Proceedings of the 13th annual conference on Genetic and evolutionary computation

An evolutionary approach to design dilation-erosion perceptrons for stock market indices forecasting

Proceedings of the 13th annual conference on Genetic and evolutionary computation

Interacting oscillations in neural control of breathing: modeling and qualitative analysis

Journal of Computational Neuroscience

Methodology for epileptic episode detection using complexity-based features

IWINAC'11 Proceedings of the 4th international conference on Interplay between natural and artificial computation: new challenges on bioinspired applications - Volume Part II

NextPlace: a spatio-temporal prediction framework for pervasive systems

Pervasive'11 Proceedings of the 9th international conference on Pervasive computing

Gait identification by using spectrum analysis on state space reconstruction

IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II

Activity recognition with mobile phones

ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III

Image processing by pattern formation and clustering in a set of coupled neural chaotic oscillators

MACMESE'11 Proceedings of the 13th WSEAS international conference on Mathematical and computational methods in science and engineering

Predicting computer performance dynamics

IDA'11 Proceedings of the 10th international conference on Advances in intelligent data analysis X

Mathematical foundations of nonlinear, non-Gaussian, and time-varying digital speech signal processing

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

Complexity analysis using nonuniform embedding techniques for voice pathological discrimination

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

A packet routing method using chaotic neurodynamics for complex networks

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II

A robust automatic phase-adjustment method for financial forecasting

Knowledge-Based Systems

A distributed memory architecture implementation of the False Nearest Neighbors method based on distribution of dimensions

The Journal of Supercomputing

Swallow sound analysis for automated ingestion detection

Proceedings of the 4th International Conference on PErvasive Technologies Related to Assistive Environments

A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition

Expert Systems with Applications: An International Journal

A morphological perceptron with gradient-based learning for Brazilian stock market forecasting

Neural Networks

Analysis of nonlinear dynamics of vocal folds using high-speed video observation and biomechanical modeling

Digital Signal Processing

Refractory effects of chaotic neurodynamics for finding motifs from DNA sequences

IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning

Melody, bass line, and harmony representations for music version identification

Proceedings of the 21st international conference companion on World Wide Web

Comparison of recurrence quantification methods for the analysis of temporal and spatial chaos

Mathematical and Computer Modelling: An International Journal

A novel price prediction scheme of grid resources based on time series analysis

UIC'07 Proceedings of the 4th international conference on Ubiquitous Intelligence and Computing

Model-based recognition of human actions by trajectory matching in phase spaces

Image and Vision Computing

Time and Frequency Analysis of Particle Swarm Trajectories for Cognitive Machines

International Journal of Cognitive Informatics and Natural Intelligence

Identification of the minimal set of attributes that maximizes the information towards the author of a political discourse: the case of the candidates in the mexican presidential elections

MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Computational Intelligence - Volume Part II

A Morphological-Rank-Linear evolutionary method for stock market prediction

Information Sciences: an International Journal

Path length entropy analysis of diastolic heart sounds

Computers in Biology and Medicine

Genuine cross-correlations: Which surrogate based measure reproduces analytical results best?

Neural Networks

Traveling waves and statistical distributions connected to systems of interacting populations

Computers & Mathematics with Applications

An empirical investigation of Web session workloads: Can self-similarity be explained by deterministic chaos?

Information Processing and Management: an International Journal

Correcting and combining time series forecasters

Neural Networks

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

Neurocomputing

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

Neurocomputing