Mostrando 4 resultados de: 4
Filtros aplicados
Publisher
2020 IEEE ANDESCON, ANDESCON 2020(1)
2020 IEEE Colombian Conference on Applications of Computational Intelligence, ColCACI 2020 - Proceedings(1)
Communications in Computer and Information Science(1)
Journal of Volcanology and Geothermal Research(1)
Área temáticas
Geología, hidrología, meteorología(4)
Ciencias de la tierra(2)
Física aplicada(2)
Métodos informáticos especiales(2)
Ciencias de la computación(1)
Origen
scopus(4)
Deep-Learning for Volcanic Seismic Events Classification
Conference ObjectAbstract: In this work, we proposed a new method to classify long-period and volcano-tectonic spectrogram imagPalabras claves:Artificial Intelligence, deep-learning models, spectrogram images, volcanic seismic event classificationAutores:Aaron Salazar, Diego S. Benitez, Noel Perez, Rodrigo ArroyoFuentes:scopusExploring 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:scopusSeismic Event Classification Using Spectrograms and Deep Neural Nets
Conference ObjectAbstract: In this work, we proposed a new method to classify long-period and volcano-tectonic spectrogram imagPalabras claves:Artificial Intelligence, deep-learning models, spectrogram images, volcanic seismic event classificationAutores:Aaron Salazar, Diego S. Benitez, Noel Perez, Rodrigo ArroyoFuentes:scopusVolcanic seismic event classification based on CNN architectures
Conference ObjectAbstract: This paper explores the use of convolutional neural networks architectures in the context of volcanoPalabras claves:CNN based classifiers, Machine learning classifier, spectrogram images, volcanic seismic event classificationAutores:Daniel Riofrio, Diego S. Benitez, Francisco Calderon, Noel PerezFuentes:scopus