Browsing by Author "Anzieta Reyes, Juan Camilo"

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Finding possible precursors for the 2015 Cotopaxi Volcano eruption using unsupervised machine learning techniques

Anzieta Reyes, Juan Camilo; Ortiz Erazo, Hugo David (2019)

Cotopaxi Volcano showed an increased activity since April 2015 and evolved into its eventual mild eruption in August 2015. In this work we use records from a broadband seismic station located at less than 4 km from the ...
Non-supervised classification of volcanic-seismic events for Tungurahua-Volcano Ecuador

Anzieta Reyes, Juan Camilo

In this paper we propose the use of self-organizing maps and archetypal analysis as an method of unsupervised classification of seismic signals. Using this method we analyzed the record of seismic events for Tungurahua-Volcano ...

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