Mostrando 3 resultados de: 3
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Publisher
2022 IEEE Colombian Conference on Applications of Computational Intelligence, ColCACI 2022 - Proceedings(1)
Emerging Science Journal(1)
Springer Proceedings in Mathematics and Statistics(1)
Área temáticas
Ciencias de la computación(2)
Medicina y salud(2)
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Ingeniería y operaciones afines(1)
Tecnología (Ciencias aplicadas)(1)
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scopus(3)
Analyzing the Effect of Basic Data Augmentation for COVID-19 Detection through a Fractional Factorial Experimental Design
ArticleAbstract: The COVID-19 pandemic has created a worldwide healthcare crisis. Convolutional Neural Networks (CNNsPalabras claves:convolutional neural networks, Covid-19 Detection, design of experiments, Fractional Factorial Design, Image Data Augmentation, Medical Image ClassificationAutores:Bernardo Puente-Mejia, Daniel Riofrio, Danny Navarrete, Diego S. Benitez, Juan Jose Murillo, Maria G. Baldeon Calisto, Mateo Hidalgo Davila, Noel Perez, Ricardo Flores MoyanoFuentes:scopusMachine Learning Applied to Last Mile Operations: Applying Machine Learning Models for Stops Classification in Urban Logistics
Conference ObjectAbstract: This study analyzes urban freight GPS data to achieve more efficient public policies and better lastPalabras claves:CLÚSTER, Geospatial data analysis, HDBSCAN, K-Means, Last mile operations, Machine learning, urban logisticsAutores:Bernardo Puente-Mejia, Carlos Alberto Suárez-Núñez, Daniel Masaquiza, David Calahorrano, Martin GavilanesFuentes:scopusMeasuring the Impact of Data Augmentation Techniques in Lung Radiograph Classification Using a Fractional Factorial Design: A Covid-19 Case Study
Conference ObjectAbstract: Convolutional neural networks (CNNs) have become dominant in various computer vision tasks, obtaininPalabras claves:convolutional neural networks, Covid-19 Detection, design of experiments, Fractional Factorial Design, Image Data Augmentation, Medical Image ClassificationAutores:Bernardo Puente-Mejia, Daniel Riofrio, Danny Navarrete, Diego S. Benitez, Jose Murillo J., Maria G. Baldeon Calisto, Mateo Hidalgo Davila, Noel Perez, Ricardo Flores MoyanoFuentes:scopus