Mostrando 10 resultados de: 20
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Communications in Computer and Information Science(4)
2020 IEEE Colombian Conference on Applications of Computational Intelligence, ColCACI 2020 - Proceedings(3)
2014 Federated Conference on Computer Science and Information Systems, FedCSIS 2014(1)
2020 IEEE ANDESCON, ANDESCON 2020(1)
2022 IEEE Colombian Conference on Applications of Computational Intelligence, ColCACI 2022 - Proceedings(1)
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scopus(20)
Combining 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:googlescopusComputational 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:googlescopusBuy & Sell Trends Analysis Using Decision Trees
Conference ObjectAbstract: Present artificial intelligence advances tend to be focused on customized deep learning techniques wPalabras claves:C4.5, CART, decision tree, Market trend databaseAutores:Carlos Vaca, Daniel Riofrio, Diego S. Benitez, Noel PerezFuentes:googlescopusA 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:googlescopusAn Android App to Classify Culicoides Pusillus and Obsoletus Species
Conference ObjectAbstract: Culicoides biting midges are transmission vectors of various diseases affecting humans and animals aPalabras claves:Android Application, Culicoides species classification, digital image processing, feature selection, Machine learning classifiersAutores:Augot D., Diego S. Benitez, Noel Perez, Sebastián Gutiérrez, SONIA ZAPATA MENAFuentes:googlescopusESeismic: Towards an Ecuadorian volcano seismic repository
ArticleAbstract: In this work, we present the development, description, and performance evaluation of two volcano seiPalabras claves:Seismic benchmark dataset, Seismic signal dataset, Volcano seismic repositoryAutores:Diego S. Benitez, Felipe Grijalva, Jorge Aguilar, Mario C. Ruiz, Noel Perez, Roman Lara-CuevaFuentes:googlescopusMosCla app: An android app to classify Culicoides species
Conference ObjectAbstract: Culicoides biting midges are transmission vectors of various diseases affecting humans and animals aPalabras claves:Android Application, Culicoides species classification, digital image processing, feature selection, SVM classifierAutores:Augot D., Diego S. Benitez, Noel Perez, Sebastián Gutiérrez, SONIA ZAPATA MENAFuentes:googlescopusHammerhead Shark Species Monitoring with Deep Learning
Conference ObjectAbstract: In this paper, we propose a new automated method based on deep convolutional neural networks to detePalabras claves:Deep convolutional neural networks, hammerhead shark detection and tracking, Mask R-CNN architecture, Real-time detector, YOLOv3 architectureAutores:Alex R. Hearn, Alvaro Peña, Diego S. Benitez, Noel PerezFuentes:googlescopusHammerhead shark detection using regions with convolutional neural networks
Conference ObjectAbstract: Over the years, the illegal catch of sharks in the Pacific Ocean for Asians fin markets has drasticaPalabras claves:deep learning, Faster R-CNN, hammerhead shark detection and tracking, object detection, object tracking, Real-time detector, ResNet50Autores:Alex R. Hearn, Diego S. Benitez, Gabriela Ulloa, Noel Perez, Vicente A. VasconezFuentes:googlescopusOn the Use of Convolutional Neural Network Architectures for Facial Emotion Recognition
Conference ObjectAbstract: This work compares face gesture recognition methods based on deep learning convolutional neural netwPalabras claves:Artificial Intelligence, deep-learning models, face emotion recognition, Face gesture classification, Face imagesAutores:Andrés Espinel, Daniel Riofrio, Diego S. Benitez, Noel Perez, Ricardo Flores MoyanoFuentes:googlescopus