Intelligent Methods With Applications In Volcanology And Seismology (Advances In Volcanology)

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.

• | Author: Alireza Hajian, Giuseppe Nunnari, Roohollah Kimiaefar
• | Publisher: Springer
• | Publication Date: Mar 02, 2023
• | Number of Pages: 220 pages
• | Language: English
• | Binding: Hardcover
• | ISBN-10: 3031154312
• | ISBN-13: 9783031154317