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.
| Autor: | Hajian, Alireza Kimiaefar, Roohollah Nunnari, Giuseppe |
|---|---|
| ISBN: | 9783031154317 |
| Sprache: | Englisch |
| Seitenzahl: | 203 |
| Produktart: | Gebunden |
| Verlag: | Springer International Publishing |
| Veröffentlicht: | 02.03.2023 |
| Schlagworte: | Deep Learning Intelligent Methods Machine learning Neuro-fuzzy systems Real-time seismic signal discrimination |
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