A Deep Active Learning Approach to the Automatic Classification of Volcano-Seismic Events

Volcano-seismic event classification represents a fundamental component of volcanic monitoring. Recent advances in techniques for the automatic classification of volcano-seismic events using supervised deep learning models achieve high accuracy. However, these deep learning models require a large, l...

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Главные авторы:	Grace F. Manley, Tamsin A. Mather, David M. Pyle, David A. Clifton, Mel Rodgers, Glenn Thompson, John Makario Londoño
Формат:	Artigo
Язык:	Inglês
Опубликовано:	Frontiers Media S.A. 2022-02-01
Серии:	Frontiers in Earth Science
Предметы:	volcanology volcano-seismic events active learning deep learning CNN
Online-ссылка:	https://www.frontiersin.org/articles/10.3389/feart.2022.807926/full
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