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Intelligent Methods with Applications in Volcanology and Seismology

Bag om 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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  • Sprog:
  • Engelsk
  • ISBN:
  • 9783031154317
  • Indbinding:
  • Hardback
  • Sideantal:
  • 224
  • Udgivet:
  • 2. marts 2023
  • Udgave:
  • 23001
  • Størrelse:
  • 183x17x260 mm.
  • Vægt:
  • 678 g.
  • Ukendt - mangler pt..

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Beskrivelse af 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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