Intelligent Methods with Applications in Volcanology and Seismology
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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.
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.
Describes various applications in volcanology and seismology Provides well organized flowcharts and codes to clarify how to apply the intelligent methods Covers examples of applications
Autor*in
Alireza Hajian
Themen in »Intelligent Methods with Applications in Volcanology and Seismology«
Intelligent Methods Deep Learning Neuro-fuzzy systems Real-time seismic signal discrimination