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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…Â
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Wikipedia
Topic mentions per year
Topic mentions per year
1991-2017
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5
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1991
2017
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Feedforward neural network
Mathematical model
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Related mentions per year
Related mentions per year
1950-2018
1960
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2020
Nonlinear modelling
Mathematical model
Spline
Feedforward neural network
Papers overview
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2015
2015
Nonlinear Modelling and Control using Gaussian Processes
Andrew McHutchon
2015
In many scientific disciplines it is often required to make predictions about how a system will behave or to deduce the correct…Â
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2007
2007
Nonlinear modelling of renal vasoaction
Violeta Mangourova
,
John Ringwood
,
Sarah Jane Guild
,
Simon Malpas
Biomed. Signal Proc. and Control
2007
The control of blood pressure is a complex mixture of neural, hormonal and intrinsic interactions at the level of the heart…Â
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2007
2007
A Novel Continuous Forward Algorithm for RBF Neural Modelling
Jian Xun Peng
,
Kang Li
,
George W. Irwin
IEEE Transactions on Automatic Control
2007
A continuous forward algorithm (CFA) is proposed for nonlinear modelling and identification using radial basis function (RBF…Â
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Highly Cited
2005
Highly Cited
2005
Mutual information for the selection of relevant variables in spectrometric nonlinear modelling
Fabrice Rossi
,
Amaury Lendasse
,
Damien François
,
Vincent Wertz
,
Michel Verleysen
ArXiv
2005
1 Projet AxIS, INRIA-Rocquencourt, Domaine de Voluceau, Rocquencourt, B.P. 105, F-78153 Le Chesnay Cedex, France, Fabrice.Rossi…Â
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Highly Cited
2001
Highly Cited
2001
Nonlinear Modelling and Support Vector Machines
Johan A. K. Suykens
2001
Neural networks such as multilayer perceptrons and radial basis function networks have been very successful in a wide range of…Â
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2001
2001
Global Nonlinear Modelling of Gas Turbine Dynamics Using Narmax Structures
Neophytos Chiras
,
Ceri Evans
,
David C Rees
2001
This paper examines the estimation of a global nonlinear gas turbine model using NARMAX techniques. Linear models estimated on…Â
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2001
2001
Nonlinear modelling of air pollution time series
Robert J. Foxall
,
Igor R. Krcmar
,
Gavin C. Cawley
,
Stephen R. Dorling
,
Danilo P. Mandic
ICASSP
2001
An analysis of predictability of a nonlinear and nonstationary ozone time series is provided. For rigour, the DVS analysis is…Â
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2000
2000
Nonlinear continuum regression: an evolutionary approach
Ben McKay
,
Mark J. Willis
,
Dominic P. Searson
,
Gary A. Montague
2000
In this contribution, genetic programming is combined with continuum regression to produce two novel nonlinear continuum…Â
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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…Â
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1995
1995
Local Model Architectures for Nonlinear Modelling and Control
Roderick Murray-Smith
,
Kenneth V. Hunt
1995
Local Model Networks are learning systems which are able to model and control unknown nonlinear dynamic processes from their…Â
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