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2020 IEEE Colombian Conference on Applications of Computational Intelligence, ColCACI 2020 - Proceedings(7)
Communications in Computer and Information Science(7)
2020 IEEE ANDESCON, ANDESCON 2020(4)
ETCM 2021 - 5th Ecuador Technical Chapters Meeting(4)
2021 IEEE Colombian Conference on Applications of Computational Intelligence, ColCACI 2021 - Proceedings(3)
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Ciencias de la computación(24)
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Volcanismo(4)
A Deep Convolutional Autoencoder Architecture for Automatic Image Colorization
Conference ObjectAbstract: The inherent complexity of image colorization has motivated computer scientists towards the developmPalabras claves:cnn, deep convolutional autoencoder, Image colorization, VGGAutores:Daniel Riofrio, Diego S. Benitez, Maria G. Baldeon Calisto, Noel Perez, Ricardo Flores Moyano, Stefano CevallosFuentes:scopusA New volcanic seismic signal descriptor and its application to a data set from the cotopaxi volcano
ArticleAbstract: This article proposes a new volcano seismic signal descriptor for improving the area under the receiPalabras claves:Machine learning classifiers (MLCs), seismic event classification, seismic pattern generation, spectrogram based featuresAutores:Diego S. Benitez, Mario C. Ruiz, Noel Perez, Pablo Venegas, Roman Lara-CuevaFuentes:scopusA low-cost embedded facial recognition system for door access control using deep learning
Conference ObjectAbstract: This paper presents how the Neural Compute Stick 2 processor is used in conjunction with a RaspberryPalabras claves:Embedded, face detection, Neural networks, Smart lockAutores:Diego S. Benitez, Gustavo Orna, Noel PerezFuentes:scopusA new semiautomatic method for ICH segmentation and tracking from CT head images
Conference ObjectAbstract: Recently, computer-aided diagnosis (CAD) has become one of the major research subjects in medical imPalabras claves:Autores:Guevara M.A., Noel Perez, Rodríguez L.A., Silva A.J., Valdés J.A.Fuentes: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:googlescopusComplex Networks Analyses of Antibiofilm Peptides: An Emerging Tool for Next-Generation Antimicrobials’ Discovery
ArticleAbstract: Microbial biofilms cause several environmental and industrial issues, even affecting human health. APalabras claves:antibiofilm peptide, centrality measure, chemical space, Complex network, motif discovery, StarPep toolboxAutores:Agüero-Chapin G., Antunes A., César H. Zambrano, Ernesto Contreras-Torres, Jose R. Mora, Martinez-Rios F.O., Noel Perez, Valdés-Martiní J.R., Yovani Marrero-PonceFuentes:scopusComputational discovery of novel anthelmintic natural compounds from Agave Brittoniana trel. Spp. Brachypus
ArticleAbstract: Helminth infections are a medical problem in the world nowadays. This report used bond-based 2D quadPalabras claves:Agave brittoniana Trel. spp. Brachypus, Anthelmintic Agent, Computational Screening, Fasciola hepática, LDA-Based QSAR Model, nonstochastic and stochastic bond-based quadratic indices, QuBiLS-MAS, ToMoCoMD-CARDD softwareAutores:Echevarría-Díaz Y., Guerra J.O., Macías F.A., Noel Perez, Nogueiras C.M., Olazabal E., Pérez-Giménez F., Serrano H.S., Simonet A.M., Yeniel González-Castañeda, Yovani Marrero-PonceFuentes: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 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