Mostrando 10 resultados de: 132
Publisher
Communications in Computer and Information Science(9)
2020 IEEE ANDESCON, ANDESCON 2020(8)
2020 IEEE Colombian Conference on Applications of Computational Intelligence, ColCACI 2020 - Proceedings(7)
ETCM 2021 - 5th Ecuador Technical Chapters Meeting(5)
IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019(5)
Área temáticas
Física aplicada(48)
Ciencias de la computación(42)
Métodos informáticos especiales(29)
Geología, hidrología, meteorología(19)
Ciencias de la tierra(12)
Classification of seismic signals using scalogram and wavelet based features
Conference ObjectAbstract: In this paper we propose a method to extract image-based features from the scalogram which representPalabras claves:Classifier, digital image processing, Energy Scalogram, Feature Extraction, Seismic signals, wavelet transformAutores:Diego S. Benitez, Julio A. Enriquez-Fustillos, Paúl Bernal Onate, Roman Lara-CuevaFuentes:googlescopusCoccinellidae Beetle Specimen Detection Using Convolutional Neural Networks
Conference ObjectAbstract: In this work, we propose a ladybird beetle detector based on a deep learning classifier and the weigPalabras claves:deep learning, fully convolutional neural network, heat map, Ladybird beetle detection, weighted Hausdorff distanceAutores:Daniel Riofrio, Diego F. Cisneros-Hebkp_redia, Diego S. Benitez, Giovanni M. Ramón-Cabrera, Mateo Vega, Noel PerezFuentes:scopusCombining Filter-Based Feature Selection Methods and Gaussian Mixture Model for the Classification of Seismic Events from Cotopaxi Volcano
ArticleAbstract: This paper proposes an exhaustive evaluation of five different filter-based feature selection methodPalabras claves:Feature selection methods, Gaussian mixture model (GMM) classifier, Redundancy analysis, Seismic Events ClassificationAutores:Diego S. Benitez, Mario C. Ruiz, Noel Perez, Pablo Venegas, Roman Lara-CuevaFuentes:googlescopusComparative analysis of automated classifiers applied to volcano event identification
Conference ObjectAbstract: The correct classification of several types of volcanic events can be used to determine the intrinsiPalabras claves:feature selection, Machine learning, signal classification, volcanic eventsAutores:Diego S. Benitez, Juan Francisco Morejon, Ricardo Carrera, Roman Lara-CuevaFuentes:googlescopusComparison between the physical layer of the 4G and 5G standards
Conference ObjectAbstract: This paper analyzes and compares the most representative characteristics of the physical layer of FoPalabras claves:4G, 5G, BEAMFORMING, massive MIMO, mm-waves, physical layerAutores:Byron P. Motoche, Cyntia I. Rosero, David A. Villamarin, Diego S. Benitez, Rául Vinicio Haro-BáezFuentes:scopusComparison of Bioinspired Optimization Techniques for Improving the Performance of Dynamic Sliding Mode Controllers
Conference ObjectAbstract: Bio-inspired optimization algorithms have been shown in recent years to produce optimal solutions toPalabras claves:Bioinspied optimization algorithms, Dead Time, Dynamical Sliding Mode Control, integrating systems, inverse responseAutores:Diego S. Benitez, Jorge Espín, Oscar E. Camacho, Sebastián EstradaFuentes:scopusComparison of numerical methods for the analysis of power distribution networks with large number of ports
Conference ObjectAbstract: There are several numerical methods for designing and analyzing new high-frequency micro- A nd milliPalabras claves:Coupler, mode-matching, Numerical Methods, S matrixAutores:Diego S. Benitez, Rául Vinicio Haro-BáezFuentes:googlescopusAutomatic Manifesto Comparison using NLP Techniques and the Manifesto Project Domains-Case Study: 2021 Ecuadorian Presidential Elections
Conference ObjectAbstract: Democracies rely on the capability of a country to conduct fair elections. And, fair elections relyPalabras claves:doc2vec, ELECTIONS, Manifesto Project, Natural Language processing, Political manifest, TEXT MININGAutores:Daniel Riofrio, Diego S. Benitez, Medina-Perez P., Mike Pinta, Noel Perez, Ricardo Flores MoyanoFuentes:scopusAutomatic Recognition of Long Period Events from Volcano Tectonic Earthquakes at Cotopaxi Volcano
ArticleAbstract: Geophysics experts are interested in understanding the behavior of volcanoes and forecasting possiblPalabras claves:Decision trees (DT), Feature Extraction, feature selection, seismic event classification, seismic event detection, support vector machines (SVM), volcanic eventsAutores:Diego S. Benitez, Jose Luis Rojo-Álvarez, Mario C. Ruiz, Ricardo Carrera, Roman Lara-CuevaFuentes:googlescopusAutomatic identification of intestinal parasites in reptiles using microscopic stool images and convolutional neural networks
ArticleAbstract: Captive environments trigger the propagation and multiplication of parasites among different reptilePalabras claves:Autores:Alejandra Núñez, Bryan Núñez, Diego S. Benitez, Felipe Grijalva, Noel Perez, Parra C.Fuentes:scopus