Mostrando 3 resultados de: 3
Publisher
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(3)
Ciencias de la tierra(2)
Filosofía y teoría de la historia(1)
Mammalia fósil(1)
Área de conocimiento
Aprendizaje automático(2)
Sismología(2)
Geografía(1)
Minería de datos(1)
Volcanismo(1)
Origen
scopus(3)
Categorizing Volcanic Seismic Events with Unsupervised Learning
Conference ObjectAbstract: We explored three different clustering-based classifiers to categorize two different volcanic seismiPalabras claves:BFR, clustering methods, CURE, K-Means, unsupervised learning, volcanic seismic event categorizationAutores:Adrián Duque, Diego S. Benitez, Kevin González, Noel PerezFuentes: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:scopusUnderstanding the Cotopaxi Volcano Activity with Clustering-Based Approaches
Conference ObjectAbstract: We explored four different clustering-based classifiers to categorize two different volcanic seismicPalabras claves:Agglomerative, BFR, clustering methods, CURE, K-Means, unsupervised learning, volcanic seismic event categorizationAutores:Adrián Duque, Diego S. Benitez, Kevin González, Noel PerezFuentes:scopus