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Adaptive Modelling, Estimation and Fusion from Data: A Neurofuzzy Approach Book

Adaptive Modelling, Estimation and Fusion from Data: A Neurofuzzy Approach
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Adaptive Modelling, Estimation and Fusion from Data: A Neurofuzzy Approach, This book brings together for the first time the complete theory of data-based neurofuzzy modelling and the linguistic attributes of fuzzy logic in a single cohesive mathematical framework. After introducing the basic theory of data based modeling, new c, Adaptive Modelling, Estimation and Fusion from Data: A Neurofuzzy Approach
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  • Adaptive Modelling, Estimation and Fusion from Data: A Neurofuzzy Approach
  • Written by author Chris Harris
  • Published by Springer-Verlag New York, LLC, 1/28/2013
  • "This book brings together for the first time the complete theory of data-based neurofuzzy modelling and the linguistic attributes of fuzzy logic in a single cohesive mathematical framework. After introducing the basic theory of data based modeling, new c
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Book Categories

Authors

1 An introduction to modelling and learning algorithms 1
2 Basic concepts of data-based modelling 25
3 Learning laws for linear-in-the parameters networks 53
4 Fuzzy and neurofuzzy modelling 71
5 Parsimonious neurofuzzy modelling 103
6 Local neurofuzzy modelling 153
7 Delaunay input space partitioning modelling 201
8 Neurofuzzy linearisation modelling for nonlinear state estimation 225
9 Multisensor data fusion using Kalman filters based on neurofuzzy linearisation 255
10 Support vector neurofuzzy models 281
References 307
Index 319


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Adaptive Modelling, Estimation and Fusion from Data: A Neurofuzzy Approach, This book brings together for the first time the complete theory of data-based neurofuzzy modelling and the linguistic attributes of fuzzy logic in a single cohesive mathematical framework. After introducing the basic theory of data based modeling, new c, Adaptive Modelling, Estimation and Fusion from Data: A Neurofuzzy Approach

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Adaptive Modelling, Estimation and Fusion from Data: A Neurofuzzy Approach, This book brings together for the first time the complete theory of data-based neurofuzzy modelling and the linguistic attributes of fuzzy logic in a single cohesive mathematical framework. After introducing the basic theory of data based modeling, new c, Adaptive Modelling, Estimation and Fusion from Data: A Neurofuzzy Approach

Adaptive Modelling, Estimation and Fusion from Data: A Neurofuzzy Approach

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Adaptive Modelling, Estimation and Fusion from Data: A Neurofuzzy Approach, This book brings together for the first time the complete theory of data-based neurofuzzy modelling and the linguistic attributes of fuzzy logic in a single cohesive mathematical framework. After introducing the basic theory of data based modeling, new c, Adaptive Modelling, Estimation and Fusion from Data: A Neurofuzzy Approach

Adaptive Modelling, Estimation and Fusion from Data: A Neurofuzzy Approach

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