Intelligent Methods with Applications in Volcanology and Seismology

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181,89 

Advances in Volcanology

ISBN: 3031154312
ISBN 13: 9783031154317
Autor: Hajian, Alireza/Nunnari, Giuseppe/Kimiaefar, Roohollah
Verlag: Springer Verlag GmbH
Umfang: xvii, 203 S., 86 s/w Illustr., 133 farbige Illustr., 203 p. 219 illus., 133 illus. in color.
Erscheinungsdatum: 02.03.2023
Auflage: 1/2023
Produktform: Gebunden/Hardback
Einband: Gebunden

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.

Artikelnummer: 6351227 Kategorie:

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Springer Verlag GmbH
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E-Mail: juergen.hartmann@springer.com

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