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Intelligent Methods with Applications in Volcanology and Seismology

Über 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.

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  • Sprache:
  • Englisch
  • ISBN:
  • 9783031154317
  • Einband:
  • Gebundene Ausgabe
  • Seitenzahl:
  • 224
  • Veröffentlicht:
  • 2. März 2023
  • Ausgabe:
  • 23001
  • Abmessungen:
  • 183x17x260 mm.
  • Gewicht:
  • 678 g.
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  Versandfertig in 1-2 Wochen.

Beschreibung von 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.

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