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Intelligent Methods with Applications in Volcanology and Seismology

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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  • Språk:
  • Engelska
  • ISBN:
  • 9783031154317
  • Format:
  • Inbunden
  • Sidor:
  • 224
  • Utgiven:
  • 2. mars 2023
  • Utgåva:
  • 23001
  • Mått:
  • 183x17x260 mm.
  • Vikt:
  • 678 g.
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Leveranstid: Okänt - saknas för närvarande
Förlängd ångerrätt till 31. januari 2025
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Beskrivning av 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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