Documentos de Pablo Venegas | REDI

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Publisher: "IEEE Geoscience and Remote Sensing Letters"

Subtipo de publicación

Área temáticas

Geología, hidrología, meteorología(1)

Área de conocimiento

Año de Publicación

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Palabras Claves

Feature relevance(1)

Machine learning classifiers (MLCs)(1)

Seismic Events Classification(1)

feed-forward back-propagation (FFBP) neural network(1)

k-nearest neighbors (kNN)(1)

Benchmarking Seismic-Based Feature Groups to Classify the Cotopaxi Volcanic Activity

Abstract: We systematically and comprehensively tested almost 100 feature groups in four commonly used automat

Palabras claves:

Feature relevance, feed-forward back-propagation (FFBP) neural network, k-nearest neighbors (kNN), Machine learning classifiers (MLCs), naive Bayes (NB), random forest (RF), Seismic Events Classification, volcano seismic events features

Diego S. Benitez, Felipe Grijalva, Mario C. Ruiz, Noel Perez, Pablo Venegas, Roman Lara-Cueva