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A deep learning approach for automatic recognition of seismo-volcanic events at the Cotopaxi volcano
ArticleAbstract: The research for developing an automatic recognition system of volcanic microearthquakes have been aPalabras claves:convolutional neural networks, deep learning, Periodogram, Spectrogram, Volcanic microearthquakesAutores:Fernando Lara-Lara, JULIO CESAR LARCO BRAVO, Ricardo Carrera, Roman Lara-Cueva, RUBEN DARIO LEON VASQUEZ, Ruben LeónFuentes:googlescopusA real-time microearthquakes-detector based on voice activity detection and endpoint detection: An approach to Cotopaxi Volcano
ReviewAbstract: The Ring of Fire represents a constant threat in the case of possible eruptions due to its 160 activPalabras claves:detection, Endpoint detection, Real time algorithms, VAD, Volcanic seismic eventsAutores:JULIO CESAR LARCO BRAVO, Miguel Angel Saltos Rodríguez, Roman Lara-CuevaFuentes:googlescopusDetection of volcanic microearthquakes based on homomorphic deconvolution and STA/LTA
ArticleAbstract: Maintaining the seismic monitoring of volcanoes has resulted in a greater understanding of the relatPalabras claves:Deconvolution, Microearthquake, Seismic detection, Seismic volcanic, STA/LTAAutores:Alexis F. Tinoco-S, Fernando Lara-Lara, Mario C. Ruiz, Roman Lara-Cueva, RUBEN DARIO LEON VASQUEZ, Ruben LeónFuentes:googlescopusExploring the unsupervised classification of seismic events of Cotopaxi volcano
ArticleAbstract: This paper explores the use of six different clustering-based methods to classify long-period and voPalabras claves:BFR, BIRCH, clustering methods, CURE, Expectation-maximization, K-Means, Spectral-clustering, unsupervised learning, volcanic seismic event classificationAutores:Adrián Duque, Diego S. Benitez, Felipe Grijalva, Kevin González, Mario C. Ruiz, Noel Perez, Roman Lara-CuevaFuentes:scopusFeature selection of seismic waveforms for long period event detection at Cotopaxi Volcano
ArticleAbstract: Volcano Early Warning Systems (VEWS) have become a research topic in order to preserve human lives aPalabras claves:Feature extraction and selection, k-NN and decision trees, Machine learning, seismic event detection, Volcano seismic classificationAutores:Diego S. Benitez, Jose Luis Rojo-Álvarez, Mario C. Ruiz, Ricardo Carrera, Roman Lara-CuevaFuentes:googlescopusESeismic: Towards an Ecuadorian volcano seismic repository
ArticleAbstract: In this work, we present the development, description, and performance evaluation of two volcano seiPalabras claves:Seismic benchmark dataset, Seismic signal dataset, Volcano seismic repositoryAutores:Diego S. Benitez, Felipe Grijalva, Jorge Aguilar, Mario C. Ruiz, Noel Perez, Roman Lara-CuevaFuentes:googlescopusOn finding possible frequencies for recognizing microearthquakes at Cotopaxi volcano: A machine learning based approach
ArticleAbstract: Adequate detection and classification of seismic events are crucial for understanding the internal sPalabras claves:Decision Trees, Feature Extraction, feature selection, Microearthquakes classification, Power spectrum density, SUPPORT VECTOR MACHINES, volcanic eventsAutores:Diego S. Benitez, Felipe Grijalva, JULIO CESAR LARCO BRAVO, Mario C. Ruiz, Noel Perez, Roman Lara-CuevaFuentes:scopus