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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(5)
International Conference on Applied Electronics(2)
RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao(2)
Lecture Notes in Electrical Engineering(1)
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Ciencias de la computación(3)
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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 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:scopusDevelopments on solutions of the normalized-cut-clustering problem without eigenvectors
Conference ObjectAbstract: Normalized-cut clustering (NCC) is a benchmark graph-based approach for unsupervised data analysis.Palabras claves:Eigenvectors, Graph-based clustering, Normalized cut clustering, Quadratic formsAutores:A. E. Castro-Ospina, Diego Hernán Peluffo-Ordóñez, Israel D. Herrera-Granda, K. L. Ponce-Guevara, Leandro L. Lorente-Leyva, Miguel A. Becerra, Paul D. Rosero-Montalvo, Rodríguez-Sotelo J.L.Fuentes:scopusDemand Forecasting for Textile Products Using Statistical Analysis and Machine Learning Algorithms
Conference ObjectAbstract: The generation of an accurate forecast model to estimate the future demand for textile products thatPalabras claves:artificial neural networks, Demand Forecasting, Machine learning algorithms, Statistical Analysis, Temporal hierarchies, Textile productsAutores:Alemany M.M.E., Araujo R.A., Diego Hernán Peluffo-Ordóñez, Leandro L. Lorente-LeyvaFuentes:scopusAlgorithms Air Quality Estimation: A Comparative Study of Stochastic and Heuristic Pbkp_redictive Models
Conference ObjectAbstract: This paper presents a comparative analysis of pbkp_redictive models applied to air quality estimatioPalabras claves:Air quality, contamination, forecasting, pbkp_redictive modelsAutores:Diego Hernán Peluffo-Ordóñez, Leandro L. Lorente-Leyva, Sanchez-Pozo N.N., Solé-Ribalta A., Torres D.M., Trilles-Oliver S.Fuentes:scopusMonitoring a turkey hatchery based on a cyber-physical system
Conference ObjectAbstract: The implementation of a turkey farm brings with it severe environmental problems due to the deficienPalabras claves:internet of things, Meleagriculture, PID Tunner Toolbox, Sensor network, System Identification ToolboxAutores:Anthony Maisincho-Jivaja, Diego Hernán Peluffo-Ordóñez, Leandro L. Lorente-Leyva, Sanchez-Pozo N.N., Tonny Toscano-Quiroga, Ulbio Alejandro-Sanjines, Victor Asanza ArmijosFuentes:googlescopusOptimization of the Master Production Scheduling in a Textile Industry Using Genetic Algorithm
Conference ObjectAbstract: In a competitive environment, an industry’s success is directly related to the level of optimizationPalabras claves:forecasting, Genetic Algorithm, Master Production Scheduling, Optimization, Production planning, TEXTILE INDUSTRYAutores:Diego Hernán Peluffo-Ordóñez, Erick P. Herrera-Granda, Israel D. Herrera-Granda, Jefferson R. Murillo-Valle, Leandro L. Lorente-Leyva, Paul D. Rosero-Montalvo, Xiomara P. Blanco-Valencia, Yakcleem Montero-SantosFuentes:scopusImplementation of an artificial vision system and monitoring of human objectives using a quadricopter
ArticleAbstract: In the present project an artificial vision system was developed, with the main purpose of demonstraPalabras claves:artificial vision, detection, Monitoring, segmentation, ThresholdAutores:Erick P. Herrera-Granda, Israel D. Herrera-Granda, Iván García-Santillán, Jorge A. Caraguay-Procel, Leandro L. Lorente-Leyva, Pedro D. Granda-GudiñoFuentes:scopusIntelligent adaptation of technological routes for symmetrical parts with cavities by case based reasoning
ArticleAbstract: This research deals with the problem of the technological conception routes in the machining processPalabras claves:CAD/CAPP Systems, Case Based Reasoning (CBR), Form Features, Technological RoutesAutores:Alexis Cordovés García, Ávila Rondón R.L., Lastre-Aleaga A.M., Leandro L. Lorente-Leyva, Remberto Rodríguez Crespo, Rodríguez A.C.Fuentes:scopusRaspberry Pi-based IoT for shrimp farms Real-time remote monitoring with automated system
Conference ObjectAbstract: This project analyses the optimal parameters for the shrimp farming, trying to help the aquaculturePalabras claves:Aerator, ATMEGA328P, Cyberphysical system, dissolved oxygen, ECUADOR, Ph, Salinity, Shrimp farming, TEMPERATURE, XbeeAutores:Capelo J., Diego Hernán Peluffo-Ordóñez, Leandro L. Lorente-Leyva, Ruiz E., Sanchez-Pozo N.N., Tonny Toscano-Quiroga, Victor Asanza ArmijosFuentes:scopus