Intelligent Methods with Applications in Volcanology and Seismology
Springer International Publishing
ISBN 978-3-031-15432-4
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eBook. PDF
2023
XVII, 203 p. 219 illus., 133 illus. in color..
In englischer Sprache
Umfang: 203 S.
Verlag: Springer International Publishing
ISBN: 978-3-031-15432-4
Weiterführende bibliografische Daten
Das Werk ist Teil der Reihe: Advances in Volcanology
Produktbeschreibung
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.
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