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Springer Proceedings in Mathematics and Statistics(2)
2022 IEEE Colombian Conference on Applications of Computational Intelligence, ColCACI 2022 - Proceedings(1)
Emerging Science Journal(1)
Natural Hazards Review(1)
Transportation Research Part A: Policy and Practice(1)
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Ciencias de la computación(2)
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Coffee Value Chain Cost Logistic Analysis in Chanchamayo Peru
Conference ObjectAbstract: Coffee is one of the three most consumed drinks and one of the most traded products globally. In 201Palabras claves:Coffee, Logistics cost, Road infrastructure, supply chainAutores:Bernardo Puente-Mejia, Chong M., Clara Elena Orellana-Rojas, Llanos D.Fuentes:scopusAnalyzing 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:scopusFreight trip generation modeling and data collection processes in Latin American cities. Modeling framework for Quito and generalization issues
ArticleAbstract: Ever-growing urban areas and global population movement towards urbanization lead to major concernsPalabras claves:Freight Trip Generation [FTG], Last mile operations, QUITO, Survey combination, urban logisticsAutores:Bernardo Puente-Mejia, Carlos A. Suárez-Núñez, Gonzalez-Feliu J., Vanessa Palacios-Arguello L.Fuentes:scopusOptimization of Distribution of Humanitarian Aid: Cotopaxi Volcano
ArticleAbstract: In April 2015, an increase in the seismic activity of the Cotopaxi volcano, one of the world's mostPalabras claves:Autores:Bernardo Puente-Mejia, Cristina Camacho, Juan Carlos Celleri-Malonado, Marcelo Ayala-JaramilloFuentes: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