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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.
Autorius: | Alireza Hajian, Roohollah Kimiaefar, Giuseppe Nunnari, |
Leidėjas: | Springer Nature Switzerland |
Išleidimo metai: | 2024 |
Knygos puslapių skaičius: | 224 |
ISBN-10: | 3031154347 |
ISBN-13: | 9783031154348 |
Formatas: | 254 x 178 x 12 mm. Knyga minkštu viršeliu |
Kalba: | Anglų |
Parašykite atsiliepimą apie „Intelligent Methods with Applications in Volcanology and Seismology“