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Journal of Volcanology and Geothermal Research(2)
2021 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2021(1)
2021 IEEE Chilean Conference on Electrical Electronics Engineering Information and Communication Technologies Chilecon 2021(1)
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Geología, hidrología, meteorología(3)
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Sismología(3)
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Red neuronal artificial(1)
Volcanismo(1)
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Acción por el clima(3)
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A brief frequency analysis of various types of volcanic microearthquakes
Conference ObjectAbstract: The seismic behavior of volcanoes in the Andean mountain range plays an important role in improvingPalabras claves:Cotopaxi Volcano, Frequency band, Llaima volcano, Microearthquakes, Spectral estimationAutores:Alexis F. Tinoco-S, Fernando Lara-Lara, Mario C. Ruiz, ROMAN ALCIDES LARA CUEVA, RUBEN DARIO LEON VASQUEZ, Ruben LeónFuentes:googlescopusTime–Frequency characterization of microearthquakes based on Convolutional Neural Networks and explainability models
ArticleAbstract: Given the potential destructiveness of volcanic eruptions, the study of volcanic microearthquakes isPalabras claves:CNN, Explainability models, Microearthquakes, Time–Frequency representationsAutores:Ana María Zambrano, Felipe Grijalva, Fernando Lara-Lara, ROMAN ALCIDES LARA CUEVAFuentes:scopusMicroearthquakes identification based on convolutional neural networks and clustering techniques
ArticleAbstract: Microearthquakes are critical for understanding volcanic activity, leading to monitoring many volcanPalabras claves:CLÚSTER, CNN, K-means, Microearthquakes, SqueezeNetAutores:Ana María Zambrano, Felipe Grijalva, Fernando Lara-Lara, ROMAN ALCIDES LARA CUEVAFuentes:scopus