Intelligent Methods with Applications in Volcanology and Seismology
ISBN: 9783031154324
Platform/Publisher: SpringerLink / Springer International Publishing
Digital rights: Users: unlimited; Printing: unlimited; Download: unlimited
Subjects: Earth and Environmental Science;

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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