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Extracting Knowledge From Time Series

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Cover of 'Extracting Knowledge From Time Series'

Table of Contents

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    Book Overview
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    Chapter 1 The Concept of Model. What is Remarkable in Mathematical Models
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    Chapter 2 Two Approaches to Modelling and Forecast
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    Chapter 3 Dynamical (Deterministic) Models of Evolution
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    Chapter 4 Stochastic Models of Evolution
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    Chapter 5 Problem Posing in Modelling from Data Series
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    Chapter 6 Data Series as a Source for Modelling
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    Chapter 7 Restoration of Explicit Temporal Dependencies
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    Chapter 8 Model Equations: Parameter Estimation
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    Chapter 9 Model Equations: Restoration of Equivalent Characteristics
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    Chapter 10 Model Equations: “Black Box” Reconstruction
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    Chapter 11 Practical Applications of Empirical Modelling
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    Chapter 12 Identification of Directional Couplings
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    Chapter 13 Outdoor Examples
Attention for Chapter 5: Problem Posing in Modelling from Data Series
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