Intelligent Methods with Applications in Volcanology and Seismology
Author:   Alireza Hajian ,  Giuseppe Nunnari ,  Roohollah Kimiaefar
Publisher:   Springer International Publishing AG
Edition:   1st ed. 2023
ISBN:  

9783031154317


Pages:   203
Publication Date:   02 March 2023
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Intelligent Methods with Applications in Volcanology and Seismology


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Overview

This book presents intelligent methods like neural, neuro-fuzzy, machine learning, deep learning and metaheuristic methods and their applications in both volcanology and seismology. The complex system of volcanoes and also earthquakes is a big challenge to identify their behavior using available models, which motivates scientists to apply non-model based methods. As there are lots of seismology and volcanology data sets, i.e., the local and global networks, one solution is using intelligent methods in which data-based algorithms are used. 

Full Product Details

Author:   Alireza Hajian ,  Giuseppe Nunnari ,  Roohollah Kimiaefar
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   1st ed. 2023
Weight:   0.678kg
ISBN:  

9783031154317


ISBN 10:   3031154312
Pages:   203
Publication Date:   02 March 2023
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

​Chapter1-Intelligent methods and motivations to use in volcanology and seismology.- Chapter2-Machine Learning: The concepts.- Chapter 3 - Machine Learning Applications in volcanology and seismology.- Chapter 4 - Deep Learning: The concepts.- Chapter 5:Deep Learning: Applications in Seismology and Volcanology.- Chapter 6: Evolutionary Algorithms with focus on Genetic Algorithm.- Chapter 7: Application of Genetic Algorithm in volcanology and seismology.

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