Mostrando 4 resultados de: 4
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Publisher
Journal of Volcanology and Geothermal Research(2)
2019 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2019(1)
IEEE Transactions on Geoscience and Remote Sensing(1)
Área temáticas
Geología, hidrología, meteorología(3)
Astronomía y ciencias afines(1)
Física(1)
Mammalia fósil(1)
Métodos informáticos especiales(1)
Área de conocimiento
Sismología(4)
Aprendizaje automático(3)
Ciencias de la computación(1)
Volcanismo(1)
Origen
scopus(4)
A Semi-Supervised Approach for Microseisms Classification from Cotopaxi Volcano
Conference ObjectAbstract: Microseism classification is primordial to easily identify what type of event we are facing at in aPalabras claves:Autores:Acurio B.A.A., Carlos Brusil, Felipe Grijalva, Mario C. Ruiz, Roman Lara-CuevaFuentes: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:scopusOn 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:scopusToward Real-Time Volcano Seismic Events' Classification: A New Approach Using Mathematical Morphology and Similarity Criteria
ArticleAbstract: This work proposes a new approach based on a suit combination of mathematical morphology and similarPalabras claves:Distance metrics, mathematical morphology-based features, seismic events' classification, seismic pattern generation, similarity criteriaAutores:Diego S. Benitez, Felipe Grijalva, Francisco Sebastian Granda, Noel Perez, Roman Lara-CuevaFuentes:scopus