Intelligent Methods with Applications in Volcanology and Seismology » książka
Intelligent Methods with Applications in Volcanology and Seismology
ISBN-13: 9783031154317 / Angielski / Twarda / 2023 / 210 str.
Intelligent Methods with Applications in Volcanology and Seismology
ISBN-13: 9783031154317 / Angielski / Twarda / 2023 / 210 str.
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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.
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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