Application of machine learning in predicting performance for computer engineering students: A case study D Buenaño-Fernández, D Gil, S Luján-Mora Sustainability 11 (10), 2833, 2019 | 125 | 2019 |
Text mining of open-ended questions in self-assessment of university teachers: An LDA topic modeling approach D Buenano-Fernandez, M Gonzalez, D Gil, S Luján-Mora Ieee Access 8, 35318-35330, 2020 | 101 | 2020 |
The use of tools of data mining to decision making in engineering education—A systematic mapping study D Buenaño‐Fernandez, W Villegas‐CH, S Luján‐Mora Computer applications in engineering education 27 (3), 744-758, 2019 | 50 | 2019 |
Comparison of applications for educational data mining in Engineering Education DB Fernández, S Luján-Mora 2017 IEEE World Engineering Education Conference (EDUNINE), 81-85, 2017 | 35 | 2017 |
Big data, the next step in the evolution of educational data analysis W Villegas-Ch, S Luján-Mora, D Buenaño-Fernandez, ... Proceedings of the International Conference on Information Technology …, 2018 | 33 | 2018 |
Comprehensive learning system based on the analysis of data and the recommendation of activities in a distance education environment W Villegas-Ch, X Palacios-Pacheco, D Buenaño Fernández, ... Tempus Publications, 2019 | 24 | 2019 |
Towards the integration of business intelligence tools applied to educational data mining W Villegas-Ch, S Luján-Mora, D Buenaño-Fernandez 2018 IEEE World Engineering Education Conference (EDUNINE), 1-5, 2018 | 18 | 2018 |
Analysis of web-based learning systems by data mining W Villegas-Ch, S Lujan-Mora, D Buenaño-Fernandez, ... 2017 IEEE Second Ecuador Technical Chapters Meeting (ETCM), 1-5, 2017 | 15 | 2017 |
Data mining toolkit for extraction of knowledge from LMS W Villegas-Ch, S Luján-Mora, D Buenaño-Fernandez Proceedings of the 9th International Conference on Education Technology and …, 2017 | 14 | 2017 |
Using text mining to evaluate student interaction in virtual learning environments D Buenaño-Fernández, W Villegas-Ch, S Luján-Mora 2018 IEEE World Engineering Education Conference (EDUNINE), 1-6, 2018 | 10 | 2018 |
Application of a Data Mining Method in to LMS for the Improvement of Engineering Courses in Networks W Villegas-Ch, S Lujan-Mora, D Buenano-Fernandez ICERI2017 Proceedings, 6374-6381, 2017 | 8 | 2017 |
A hybrid machine learning approach for the prediction of grades in computer engineering students D Buenaño-Fernandez, S Luján-Mora, D Gil The International Research & Innovation Forum, 125-134, 2019 | 6 | 2019 |
Propuesta de aplicación de minería de procesos para evaluar las rutas de aprendizaje de estudiantes con discapacidad visual en cursos en línea D Buenaño Fernández, S Luján-Mora AISTI-Associação Ibérica de Sistemas e Tecnologias de Informação, 2019 | 6 | 2019 |
Email Analysis for the Evaluation of the Technical Support Service in Small Private Online Courses M Yamba-Yugsi, D Buenaño-Fernández, S Luján-Mora, G De Agostini 2017 International Conference on Information Systems and Computer Science …, 2017 | 6 | 2017 |
Application of machine learning in predicting performance for computer engineering students: A case study. Sustainability, 11 (10), 2833 D Buenaño-Fernández, D Gil, S Luján-Mora | 5 | 2019 |
Improvement of massive open online courses by text mining of students' emails: a case study D Buenaño-Fernández, S Luján-Mora, W Villegas-Ch Proceedings of the 5th International Conference on Technological Ecosystems …, 2017 | 5 | 2017 |
Uso de la metodología CRISP-DM para guiar el proceso de minería de datos en LMS DB Fernández, SL Mora Tecnologia, innovación e investigación en los procesos de enseñanza …, 2016 | 5 | 2016 |
Exploring approaches to educational data mining and learning analytics, to measure the level of acquisition of student's learning outcome DB Fernández, S Lujan-Mora EDULEARN16 Proceedings, 1845-1850, 2016 | 5 | 2016 |
Educational Data Analysis Applying a Kdd Methodology W Villegas-Ch, D Buenaño-Fernández, S Luján-Mora Proceedings of the 16th International Conference e-Society, 301-305, 2018 | 4 | 2018 |
Propuesta de un conjunto de herramientas de minería de datos para evaluar el desempeño de los estudiantes y los procesos de enseñanza-aprendizaje en el ámbito de la educación … DP Buenaño Fernández Propuesta de un conjunto de herramientas de minería de datos para evaluar el …, 2020 | 1 | 2020 |