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portada Intelligent Methods with Applications in Volcanology and Seismology
Type
Physical Book
Author
Publisher
Language
English
Pages
203
Format
Hardcover
Dimensions
28.6x20.3x0.3 cm
Weight
0.66 kg.
ISBN13
9783031154317
Categories

Intelligent Methods with Applications in Volcanology and Seismology

Giuseppe Nunnari (Author) · Alireza Hajian (Author) · Roohollah Kimiaefar (Author) · Springer · Hardcover

Intelligent Methods with Applications in Volcanology and Seismology - Hajian, Alireza ; Nunnari, Giuseppe ; Kimiaefar, Roohollah

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Synopsis "Intelligent Methods with Applications in Volcanology and Seismology"

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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