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Nonlinear modelling

In mathematics, nonlinear modelling is empirical or semi-empirical modelling which takes at least some nonlinearities into account. Nonlinear… (More)
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Topic mentions per year

Topic mentions per year

1991-2017
051019912017

Related topics

Related topics

3 relations
Feedforward neural networkMathematical modelSpline

Related mentions per year

Related mentions per year

1950-2018
1960198020002020
Nonlinear modelling
Mathematical model
Spline
Feedforward neural network

Papers overview

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2015
2015
Nonlinear Modelling and Control using Gaussian Processes
In many scientific disciplines it is often required to make predictions about how a system will behave or to deduce the correct… (More)
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2007
2007
Nonlinear modelling of renal vasoaction
The control of blood pressure is a complex mixture of neural, hormonal and intrinsic interactions at the level of the heart… (More)
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2007
2007
A Novel Continuous Forward Algorithm for RBF Neural Modelling
A continuous forward algorithm (CFA) is proposed for nonlinear modelling and identification using radial basis function (RBF… (More)
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Highly Cited
2005
Highly Cited
2005
Mutual information for the selection of relevant variables in spectrometric nonlinear modelling
1 Projet AxIS, INRIA-Rocquencourt, Domaine de Voluceau, Rocquencourt, B.P. 105, F-78153 Le Chesnay Cedex, France, Fabrice.Rossi… (More)
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Highly Cited
2001
Highly Cited
2001
Nonlinear Modelling and Support Vector Machines
Neural networks such as multilayer perceptrons and radial basis function networks have been very successful in a wide range of… (More)
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2001
2001
Global Nonlinear Modelling of Gas Turbine Dynamics Using Narmax Structures
This paper examines the estimation of a global nonlinear gas turbine model using NARMAX techniques. Linear models estimated on… (More)
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2001
2001
Nonlinear modelling of air pollution time series
An analysis of predictability of a nonlinear and nonstationary ozone time series is provided. For rigour, the DVS analysis is… (More)
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2000
2000
Nonlinear continuum regression: an evolutionary approach
In this contribution, genetic programming is combined with continuum regression to produce two novel nonlinear continuum… (More)
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1997
1997
Nonlinear modelling and prediction with feedforward and recurrent networks
  • Ramazan Geqay
  • 1997
In feedforward networks, signals flow in only one direction without feedback. Applications in forecasting, signal processing and… (More)
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1995
1995
Local Model Architectures for Nonlinear Modelling and Control
Local Model Networks are learning systems which are able to model and control unknown nonlinear dynamic processes from their… (More)
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