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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(50)
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2015 20th Symposium on Signal Processing, Images and Computer Vision, STSIVA 2015 - Conference Proceedings(4)
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A Brief Review on Instance Selection Based on Condensed Nearest Neighbors for Data Classification Tasks
Conference ObjectAbstract: The condensed nearest neighbor (CNN) classifier is one of the techniques used and known to perform rPalabras claves:classification, Nearest neighbor algorithms, PrototypesAutores:Ana C. Umaquinga-Criollo, Cabrera-Alvarez E.N., Diego Hernán Peluffo-Ordóñez, Fernández-Fernández Y., Leandro L. Lorente-LeyvaFuentes:scopusA Chatterbot Based on Genetic Algorithm: Preliminary Results
Conference ObjectAbstract: Chatterbots are programs that simulate an intelligent conversation with people. They are commonly usPalabras claves:ChatBot, Evolutionary programming, Natural Language processingAutores:Cristian Orellana, Diego Hernán Peluffo-Ordóñez, Jeremy Yazán, Lorena Guachi-Guachi, Martín TobarFuentes:scopusA Comparison of Machine Learning and Classical Demand Forecasting Methods: A Case Study of Ecuadorian Textile Industry
Conference ObjectAbstract: This document presents a comparison of demand forecasting methods, with the aim of improving demandPalabras claves:Classical methods, Demand forecasting methods, Forecast error, Machine learning, TEXTILE INDUSTRYAutores:Alemany M.M.E., Diego Hernán Peluffo-Ordóñez, Israel D. Herrera-Granda, Leandro L. Lorente-LeyvaFuentes:scopusA Computer Vision Model to Identify the Incorrect Use of Face Masks for COVID-19 Awareness
ArticleAbstract: Face mask detection has become a great challenge in computer vision, demanding the coalition of techPalabras claves:Artificial Intelligence, Computer Vision, covid-19, deep learning, face mask recognition, image classification, object detectionAutores:Anthony Crespo, Diego Hernán Peluffo-Ordóñez, Fabricio Crespo, Manuel Eugenio Morocho-Cayamcela, Sierra-Martínez L.M.Fuentes:scopusA Data-Driven Approach for Automatic Classification of Extreme Precipitation Events: Preliminary Results
Conference ObjectAbstract: Even though there exists no universal definition, in the South America Andean Region, extreme precipPalabras claves:Data Driven, Extreme precipitation, feature selection, forecasting, PCa, Relief, SVMAutores:D. Chaglla-Aguagallo, Diego Hernán Peluffo-Ordóñez, Escobar-González D., Juan González-VergaraFuentes:scopusA Dynamic Programming Approach for Power Curtailment Decision Making on PV Systems
Conference ObjectAbstract: The new grid codes for large-scale photovoltaic power plants require power curtailment despite the vPalabras claves:LS-PVPP, Maximum power point tracker (MPPT), Photovoltaic power plant (PVPP)Autores:Cabrera-Alvarez E.N., Diego Hernán Peluffo-Ordóñez, Fernández-Fernández Y., Leandro L. Lorente-LeyvaFuentes:scopusA Forecasting Model to Predict the Demand of Roses in an Ecuadorian Small Business Under Uncertain Scenarios
Conference ObjectAbstract: Ecuador is worldwide considered as one of the main natural flower producers and exporters –being rosPalabras claves:Bayesian-Networks-based forecasting, Demand Forecast, Floriculture sector, Neural-Networks-based forecastingAutores:Alemany M.M.E., Diego Hernán Peluffo-Ordóñez, Israel D. Herrera-Granda, Leandro L. Lorente-LeyvaFuentes:scopusA Genetic Algorithm for Scheduling Laboratory Rooms: A Case Study
Conference ObjectAbstract: Genetic algorithms (GAs) are a great tool for solving optimization problems. Their characteristics aPalabras claves:Genetic Algorithms, mutation, Scheduling optimizationAutores:Diego Hernán Peluffo-Ordóñez, Esteban Moya, Guachi Robinson, Juan Diego Terneus, Lorena Guachi-Guachi, Mario Moncayo, Martín Larrea, Rafael Fuenmayor, Sebastián TrujilloFuentes:scopusA New Approach to Supervised Data Analysis in Embedded Systems Environments: A Case Study
Conference ObjectAbstract: Nowadays, the implementation of embedded systems with sensors for massive data collection has becomePalabras claves:Data Analysis, Embedded Systems, sensor dataAutores:Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, Luis Suárez-Zambrano, Pamela E. Godoy-Trujillo, Paul D. Rosero-MontalvoFuentes:scopusA New Data-Preprocessing-Related Taxonomy of Sensors for IoT Applications
ArticleAbstract: IoT devices play a fundamental role in the machine learning (ML) application pipeline, as they collePalabras claves:computational intelligence, data analytics, data pre-processing, internet of things, Machine learning, SensorAutores:Diego Hernán Peluffo-Ordóñez, Lopez-Batista V.F., Paul D. Rosero-MontalvoFuentes:scopus