Nonlinear black-box modeling in system identification: a unified overview

Approximating networks and extended Ritz method for the solution of functional optimization problems

Journal of Optimization Theory and Applications

Neuro-fuzzy Model-based Control

Journal of Intelligent and Robotic Systems

Fuzzy Predictive Functional Control in the State Space Domain

Journal of Intelligent and Robotic Systems

Truncated Chebyshev series approximation of fuzzy systems for control and nonlinear system identification

Fuzzy Sets and Systems

Rapid Design of Neural Networks for Time Series Prediction

IEEE Computational Science & Engineering

Nonlinear Modeling of Dynamic Systems with the Self-Organizing Map

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

A Hierarchical Method for Training Embedded Sigmoidal Neural Networks

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

Compact application signatures for parallel and distributed scientific codes

Proceedings of the 2002 ACM/IEEE conference on Supercomputing

A taxonomy for spatiotemporal connectionist networks revisited: the unsupervised case

Neural Computation

Identification structures using rational wavelets: examples of application

Applied Numerical Mathematics - Special issue on applied and computational mathematics: Selected papers of the fourth PanAmerican workshop

Optimal Control of Fed-Batch Processes Based on Multiple Neural Networks

Applied Intelligence

'Managed challenge' alleviates disengagement in co-evolutionary system identification

GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation

Online State--Space Modeling Using Recurrent Multilayer Perceptrons with Unscented Kalman Filter

Neural Processing Letters

Regularized greedy algorithms for network training with data noise

Computing

Wavelet-packet identification of dynamic systems in frequency subbands

Signal Processing - Special section: Advances in signal processing-assisted cross-layer designs

Propagation and control of stochastic signals through universal learning networks

Neural Networks

Identification of chemical reaction mechanism from batch process data

MS'06 Proceedings of the 17th IASTED international conference on Modelling and simulation

Adaptive filtering with the self-organizing map: a performance comparison

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

A Measurement Fusion Method for Nonlinear System Identification Using a Cooperative Learning Algorithm

Neural Computation

Editorial: Time series prediction competition: The CATS benchmark

Neurocomputing

Nonlinear dynamics modelling for controller evolution

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

Nonlinear system identification using neural networks trained with natural gradient descent

EURASIP Journal on Applied Signal Processing

A GMDH neural network-based approach to passive robust fault detection using a constraint satisfaction backward test

Engineering Applications of Artificial Intelligence

Steady-state performance constraints for dynamical models based on RBF networks

Engineering Applications of Artificial Intelligence

Brief paper: Identification of dynamic systems using Piecewise-Affine basis function models

Automatica (Journal of IFAC)

Identification of Wiener systems with binary-valued output observations

Automatica (Journal of IFAC)

Hybrid Fuzzy Modelling for Model Predictive Control

Journal of Intelligent and Robotic Systems

Computation of local radius of information in SM-IBC identification of nonlinear systems

Journal of Complexity

Quick Training Algorithm for Extra Reduced Size Lattice-Ladder Multilayer Perceptrons

Informatica

On the Identification of Hammerstein Systems Having Saturation-like Functions with Positive Slopes

Informatica

Modelling of Dynamic Systems Using Generalized RBF Neural Networks Based on Kalman Filter Mehtod

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

A Web-Based Autonomous Weather Monitoring System of the Town of Palermo and Its Utilization for Temperature Nowcasting

ICCSA '08 Proceeding sof the international conference on Computational Science and Its Applications, Part I

Model selection approaches for non-linear system identification: a review

International Journal of Systems Science

Non-Mercer hybrid kernel for linear programming support vector regression in nonlinear systems identification

Applied Soft Computing

Identification of distributed parameter systems, based on sensor networks and artificial intelligence

WSEAS TRANSACTIONS on SYSTEMS

Fuzzy instrumental variable approach for nonlinear discrete-time systems identification in a noisy environment

Fuzzy Sets and Systems

Linear programming support vector regression with wavelet kernel: A new approach to nonlinear dynamical systems identification

Mathematics and Computers in Simulation

Decision tree and first-principles model-based approach for reactor runaway analysis and forecasting

Engineering Applications of Artificial Intelligence

Forecasting peak air pollution levels using NARX models

Engineering Applications of Artificial Intelligence

Interpolation techniques for spatial distributed system identification using wireless sensor networks

ICAI'09 Proceedings of the 10th WSEAS international conference on Automation & information

Transductive-Weighted Neuro-Fuzzy Inference System for Tool Wear Prediction in a Turning Process

HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems

Brief paper: Adaptive hinging hyperplanes and its applications in dynamic system identification

Automatica (Journal of IFAC)

Identification of distributed parameter systems based on sensor networks and multivariable estimation techniques

SMO'09 Proceedings of the 9th WSEAS international conference on Simulation, modelling and optimization

Online prediction of time series data with kernels

IEEE Transactions on Signal Processing

Nonlinear system identification via Laguerre network based fuzzy systems

Fuzzy Sets and Systems

On local linearization of control systems

Journal of Dynamical and Control Systems

Nonlinear active noise control using NARX model structure selection

ACC'09 Proceedings of the 2009 conference on American Control Conference

Sequential designs for simulation experiments: nonlinear regression metamodeling

MIC '07 Proceedings of the 26th IASTED International Conference on Modelling, Identification, and Control

The development of a robust fuzzy inference mechanism

International Journal of Approximate Reasoning

Identification of nonlinear systems using Polynomial Nonlinear State Space models

Automatica (Journal of IFAC)

A greedy approach to identification of piecewise affine models

HSCC'03 Proceedings of the 6th international conference on Hybrid systems: computation and control

On building local models for inverse system identification with vector quantization algorithms

Neurocomputing

Time series identification methodology using wireless sensor networks

ISPRA'10 Proceedings of the 9th WSEAS international conference on Signal processing, robotics and automation

Implementing time series identification methodology using wireless sensor networks

WSEAS Transactions on Computers

Dynamic reconstruction of nonlinear v-i characteristic in electric arc furnaces using adaptive neuro-fuzzy rule-based networks

Applied Soft Computing

Uncertainty evaluation through mapping identification in intensive dynamic simulations

IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans - Special issue on model-based diagnostics

A neural network of smooth hinge functions

IEEE Transactions on Neural Networks

Development of an adaptive fuzzy logic-based inverse dynamic model for laser cladding process

Engineering Applications of Artificial Intelligence

Learning GP-BayesFilters via Gaussian process latent variable models

Autonomous Robots

Explicit output-feedback nonlinear predictive control based on black-box models

Engineering Applications of Artificial Intelligence

Parametric identification of structured nonlinear systems

Automatica (Journal of IFAC)

Output-error model training for gaussian process models

ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part II

Parametric and nonparametric curve fitting

Automatica (Journal of IFAC)

Unified Set Membership theory for identification, prediction and filtering of nonlinear systems

Automatica (Journal of IFAC)

Early FDI based on residuals design according to the analysis of models of faults: application to DAMADICS

Advances in Artificial Neural Systems

Adaptive neuro-fuzzy inference system modeling of cryogenically treated AISI M2 HSS turning tool for estimation of flank wear

Expert Systems with Applications: An International Journal

Feedforward control of a class of hybrid systems using an inverse model

Mathematics and Computers in Simulation

Nonlinear systems modeling and control using support vector machine technique

CSR'06 Proceedings of the First international computer science conference on Theory and Applications

Dynamic soft-sensing model by combining diagonal recurrent neural network with levinson predictor

ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III

Hierarchical neural network based product quality prediction of industrial ethylene pyrolysis process

ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III

Least squares support vector machine based partially linear model identification

ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I

Brief paper: Initializing Wiener-Hammerstein models based on partitioning of the best linear approximation

Automatica (Journal of IFAC)

A novel approach for simplifying neural networks by identifying decoupling inputs

AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence

Neural network based on-line shrinking horizon re-optimization of fed-batch processes

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

Soft analyzer modeling for dearomatization unit using KPCR with online eigenspace decomposition

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

Adaptive kernel leaning networks with application to nonlinear system identification

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

A comparative study for identification of distributed parameter systems using sensor networks and adaptive-network-based fuzzy inference

ACMOS'09 Proceedings of the 11th WSEAS international conference on Automatic control, modelling and simulation

Visual sensitivity analysis for artificial neural networks

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

Position Paper: A general framework for Dynamic Emulation Modelling in environmental problems

Environmental Modelling & Software

Extension of static non-linear doe identification algorithms to dynamic systems

EUROCAST'11 Proceedings of the 13th international conference on Computer Aided Systems Theory - Volume Part II

Brief paper: Structure detection and parameter estimation for NARX models in a unified EM framework

Automatica (Journal of IFAC)

Brief paper: Weighted least squares based recursive parametric identification for the submodels of a PWARX system

Automatica (Journal of IFAC)

Fault Detection and Isolation in Nonlinear Dynamic Systems: A Combined Input-Output and Local Approach

Automatica (Journal of IFAC)

On-board Component Fault Detection and Isolation Using the Statistical Local Approach

Automatica (Journal of IFAC)

Technical Communique: Gradient expressions for a closed-loop identification scheme with a tailor-made parametrization

Automatica (Journal of IFAC)

A homotopy approach to improving PEM identification of ARMAX models

Automatica (Journal of IFAC)

Brief Ensuring monotonic gain characteristics in estimated models by fuzzy model structures

Automatica (Journal of IFAC)

A two-stage algorithm for identification of nonlinear dynamic systems

Automatica (Journal of IFAC)

Brief Fast approximate identification of nonlinear systems

Automatica (Journal of IFAC)

Nonlinear system identification via direct weight optimization

Automatica (Journal of IFAC)

Realisation and estimation of piecewise-linear output-error models

Automatica (Journal of IFAC)

Regressor selection with the analysis of variance method

Automatica (Journal of IFAC)

Identification of MIMO Hammerstein models using least squares support vector machines

Automatica (Journal of IFAC)

Approximate dynamic programming-based approaches for input-output data-driven control of nonlinear processes

Automatica (Journal of IFAC)

Identification of piecewise affine systems via mixed-integer programming

Automatica (Journal of IFAC)

Set Membership identification of nonlinear systems

Automatica (Journal of IFAC)

Inference of disjoint linear and nonlinear sub-domains of a nonlinear mapping

Automatica (Journal of IFAC)

From linear to nonlinear identification: One step at a time

Mathematical and Computer Modelling: An International Journal

Tool wear monitoring using neuro-fuzzy techniques: a comparative study in a turning process

Journal of Intelligent Manufacturing

Identification of nonlinear MIMO block-oriented systems with moving average noises using gradient based and least squares based iterative algorithms

Neurocomputing

Software fault prediction using Nonlinear Autoregressive with eXogenous Inputs (NARX) network

Applied Intelligence

Research of dynamic load identification based on extreme learning machine

ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part I

Modelling the MAPK signalling pathway using a two-stage identification algorithm

LSMS'07 Proceedings of the 2007 international conference on Life System Modeling and Simulation

Local model network identification for online engine modelling

Information Sciences: an International Journal

Hinging hyperplane based regression tree identified by fuzzy clustering and its application

Applied Soft Computing

Semi-physical neural modeling for linear signal restoration

Neural Networks

Integrated Circuit Emission Model Extraction with a Fuzzy Logic System

International Journal of Fuzzy System Applications

Direct feedback control design for nonlinear systems

Automatica (Journal of IFAC)

Inference of hidden variables in systems of differential equations with genetic programming

Genetic Programming and Evolvable Machines

Computational system identification for Bayesian NARMAX modelling

Automatica (Journal of IFAC)

Uncertain nonlinear system modeling and identification using belief rule-based systems

IUKM'13 Proceedings of the 2013 international conference on Integrated Uncertainty in Knowledge Modelling and Decision Making

Mixed parametric/non-parametric identification of systems with discontinuous nonlinearities

Automatica (Journal of IFAC)

Passive robust fault detection using RBF neural modeling based on set membership identification

Engineering Applications of Artificial Intelligence

Least Square Fast Learning Network for modeling the combustion efficiency of a 300WM coal-fired boiler

Neural Networks

Lagrangian support vector regression via unconstrained convex minimization

Neural Networks

Kernel based approaches to local nonlinear non-parametric variable selection

Automatica (Journal of IFAC)

Recursive Gauss-Newton based training algorithm for neural network modelling of an unmanned rotorcraft dynamics

International Journal of Intelligent Systems Technologies and Applications