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Communications in Computer and Information Science(1)
Lecture Notes in Networks and Systems(1)
Proceedings 2023 International Conference on Computational Science and Computational Intelligence Csci 2023(1)
WEBIST 2015 - 11th International Conference on Web Information Systems and Technologies, Proceedings(1)
Webist 2015 11th International Conference on Web Information Systems and Technologies Proceedings(1)
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Conocimiento(1)
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Educación superior(1)
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ODS 4: Educación de calidad(1)
ODS 8: Trabajo decente y crecimiento económico(1)
ODS 9: Industria, innovación e infraestructura(1)
Comparing competences on academia and occupational contexts based on similarity measures
Conference ObjectAbstract: This paper is a first contribution of a schema to match professional and work competences through siPalabras claves:Body of knowledge, DISCO II, Machine Learning, NLP, professional profile, Similarity Measures, VSMAutores:A Gonzalez Eras, Alexandra González-Eras, Gallardo C., P. Ludeña Gonzalez, P. Quezada Sarmiento, Pablo Alejandro Quezada-Sarmiento, Patricia Ludeña-GonzálezFuentes:rraaescopusOptimization of Employee Performance Management Through Data Mining and Automated Classification Models in Public Sector Environment
OtherAbstract: This paper presents a proposal for using data mining models to semi-automatically evaluate employeePalabras claves:CRISP-DM, data mining, Employee Performance Management, Human Resources Automation, Machine Learning, neural networksAutores:Alexandra González-Eras, Francisco LiutFuentes:scopusComparative Analysis of Machine Learning and Deep Learning Algorithms for University Dropout: An Aproach Since CRISP-DM Interactive Pipeline
OtherAbstract: This study conducts a comparative analysis of machine learning and deep learning algorithms to prediPalabras claves:CRISP-DM, Deep learning, logistic regression, LSTM, Machine Learning, Predictive Algorithms, Student Dropout Prediction, SVM, TabNetAutores:Alexandra González-Eras, Marco Briceño-Gaona, Omar Ruiz-VivancoFuentes:scopusStudent Dropout Prediction in High Education, Using Machine Learning and Deep Learning Models: Case of Ecuadorian University
OtherAbstract: This work addresses the problem of student dropout in the university environment, where students abaPalabras claves:Deep learning, dropout desertion, high education, KDD, Machine LearningAutores:Alexandra González-Eras, Daniel Guaman Coronel, Gonzalo Davila, Juan Haro, Omar Ruiz-VivancoFuentes:scopus