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Communications in Computer and Information Science(2)
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ETCM 2021 - 5th Ecuador Technical Chapters Meeting(1)
Journal of Intelligent and Fuzzy Systems(1)
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A Methodological Framework for Creating Large-Scale Corpus for Natural Language Processing Models
Conference ObjectAbstract: Currently, there is a boom in introducing Machine Learning models to various aspects of everyday lifPalabras claves:Corpus construction, Corpus in Spanish, Large-scale corpus, Methodological framework, Supplies for NLPAutores:Andrés Auquilla, David Santos, Lorena Siguenza-Guzman, Mario PeñaFuentes:scopusData-Driven Gearbox Fault Severity Diagnosis Based on Concept Drift
Conference ObjectAbstract: Condition-based maintenance aims to determine the machine state in real time, by monitoring the signPalabras claves:Concept drift, concept evolution, Fault Detection, Jensen-Shannon divergence, Kullback-Leibler divergenceAutores:Diego R. Cabrera, Lanzarini L.C., Mariela Cerrada Lozada, Mario Peña, René-Vinicio Sánchez LojaFuentes:scopusDemand Forecasting for Textile Products Using Machine Learning Methods
Conference ObjectAbstract: Due to its close relationship with various operational decisions, market demand forecasting has beenPalabras claves:Demand Forecast, google trends, Machine learning, TEXTILE INDUSTRYAutores:Héctor Medina, Lorena Siguenza-Guzman, Mario Peña, Wilson Rodrigo Pérez RocanoFuentes:scopusFeature engineering based on ANOVA, cluster validity assessment and KNN for fault diagnosis in bearings
Conference ObjectAbstract: The number of features for fault diagnosis in rotating machinery can be large due to the different aPalabras claves:Anova, bearings, cluster validity assessment, Fault diagnosis, Feature engineering, KnnAutores:Alvarez X., Barragán Milton, Diana Jadan-Avilés, Mariela Cerrada Lozada, Mario Peña, Pablo M. Lucero, René-Vinicio Sánchez Loja, Wilson Rodrigo Pérez RocanoFuentes:googlescopusLearning analytics, dashboard for academic trajectory
Conference ObjectAbstract: In the context of university academic management, several proposals have been developed for the studPalabras claves:Autores:F. Bravo, LOURDES ILLESCAS PEÑA, Mario PeñaFuentes:scopus