Intelligent Methods with Applications in Volcanology and Seismology
Alireza Hajian, Giuseppe Nunnari, Roohollah Kimiaefar, et al.
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ca. 181,89 €
Springer International Publishing 
Naturwissenschaften, Medizin, Informatik, Technik / Sonstiges
Beschreibung
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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Schlagwörter
Deep Learning, Real-time seismic signal discrimination, Intelligent Methods, Machine learning, Neuro-fuzzy systems