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Intelligent Methods with Applications in Volcanology and Seismology
Hardcover
Series: Advances in Volcanology
ApplicationsEnvironmental StudiesGeology
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ISBN13: 9783031154317
Publisher: Springer
Published: Mar 2 2023
Pages: 203
Weight: 1.45
Height: 0.10 Width: 8.00 Depth: 11.25
Language: English
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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