Intelligent Methods with Applications in Volcanology and Seismology

Hajian, Alireza, Nunnari, Giuseppe, Kimiaefar, Roohollah

  • 出版商: Springer
  • 出版日期: 2024-03-02
  • 售價: $6,540
  • 貴賓價: 9.5$6,213
  • 語言: 英文
  • 頁數: 203
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3031154347
  • ISBN-13: 9783031154348
  • 海外代購書籍(需單獨結帳)

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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.