Intelligent Methods with Applications in Volcanology and Seismology

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Intelligent Methods with Applications in Volcanology and Seismology is written by Alireza Hajian and published by Springer Nature. It's available with International Standard Book Number or ISBN identification 3031154320 (ISBN 10) and 9783031154324 (ISBN 13).

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.