| 书目名称 | Intelligent Methods with Applications in Volcanology and Seismology | | 编辑 | Alireza Hajian,Giuseppe Nunnari,Roohollah Kimiaefa | | 视频video | | | 概述 | Describes various applications in volcanology and seismology.Provides well organized flowcharts and codes to clarify how to apply the intelligent methods.Covers examples of applications | | 丛书名称 | Advances in Volcanology | | 图书封面 |  | | 描述 | .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. . | | 出版日期 | Book 2023 | | 关键词 | Machine learning; Intelligent Methods; Deep Learning; Neuro-fuzzy systems; Real-time seismic signal disc | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-031-15432-4 | | isbn_softcover | 978-3-031-15434-8 | | isbn_ebook | 978-3-031-15432-4Series ISSN 2364-3277 Series E-ISSN 2364-3285 | | issn_series | 2364-3277 | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
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发表于 2025-3-21 19:26:16
