Intelligent Methods with Applications in Volcanology and Seismology
| By: | Alireza Hajian; Giuseppe Nunnari; Roohollah Kimiaefar |
| Publisher: | Springer Nature |
| Print ISBN: | 9783031154317 |
| eText ISBN: | 9783031154324 |
| Edition: | 0 |
| Copyright: | 2023 |
| Format: | Reflowable |
Expires on Sep 17, 2026
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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.