Publicaciones

A continuación se muestra la lista de publicaciones del grupo de trabajo entre 2020 y 2026

19980750 JLS35BXG 1 apa 50 date desc year 89 https://laseti.com.mx/wp-content/plugins/zotpress/
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López-Rodríguez, L. G., Ríos-Rodríguez, L. C., De La Torre, J., García-Avilés, J. C., Ruvalcaba-Arredondo, L., & López-Monteagudo, F. E. (2025). From Diagnostics to Implementation: Lectobot for Personalized Reading Comprehension Support in University Students. Education Sciences, 16(1), 10. https://doi.org/10.3390/educsci16010010
Enríquez, J. B., Rodríguez, L. D. C. R., Perea, D. G., Ramos, J. D. L. T. Y., Durán, E. E., & García, M. M. (2025). Assessment of emotional self-regulation and socio-emotional dimensions in high school students. International Journal of Human Sciences Research, 5(10), 1–19. https://doi.org/10.22533/at.ed.55851025180613
Ramos, J. D. L. T. Y., Monteagudo, F. E. L., Rodríguez, L. D. C. R., & Arredondo, L. R. (2025). DESEMPEÑO DE INVERSORES MULTINIVEL INTERCONECTADOS A LA RED PARA SISTEMAS FOTOVOLTAICOS. Journal of Law and Sustainable Development, 13(1), e04279. https://doi.org/10.55908/sdgs.v13i1.4279
Monteagudo, F. E. L., Ramos, J. D. L. T. Y., Rodríguez, L. D. C. R., & Arredondo, L. R. (2024). Enhancing Electricity Demand Prediction In Mexico: A Comparative Analysis Of Forecasting Models Using Conformal Prediction. Revista de Gestão Social e Ambiental, 18(12), e010644. https://doi.org/10.24857/rgsa.v18n12-235
Ríos-Rodríguez, L. D. C., Hernández-Leyva, Z. J., Martínez-Alarcón, L. G., & Ruvalcaba-Arredondo, L. (2024). El género y su relación en las competencias digitales de los estudiantes universitarios. CienciaUAT, 157–169. https://doi.org/10.29059/cienciauat.v19i1.1882
De La Torre, J., Rodriguez, L. R., Monteagudo, F. E. L., Arredondo, L. R., & Enriquez, J. B. (2024). Electricity price forecast in wholesale markets using conformal prediction: Case study in Mexico. Energy Science & Engineering, 12(3), 524–540. https://doi.org/10.1002/ese3.1710
Luján, J. C. G., Monteagudo, F. E. L., Ramos, J. D. L. T. Y., & Rodríguez, L. D. C. R. (2024). Characterization of a low power wind turbine prototype for interconnection to the grid. ITEGAM- Journal of Engineering and Technology for Industrial Applications (ITEGAM-JETIA, 40(46). https://doi.org/10.5935/jetia.v10i46.1110
Berumen Enríquez, J., De La Torre Y Ramos, J., Ríos Rodríguez, L. D. C., & Ruvalcaba Arredondo, L. (2023). Modelo de Explicación e Inserción de las TIC en alumnos Universitarios. RIDE Revista Iberoamericana Para La Investigación y El Desarrollo Educativo, 13(26). https://doi.org/10.23913/ride.v13i26.1520
Ruvalcaba Arredondo, L., Ríos Rodríguez, L. D. C., Carmona, E. A., & López González, A. J. (2023). Transversalidad, WhatsApp, smartphone y redes sociales en el trabajo, la socialización y la individualidad. Revista Colombiana de Ciencias Sociales, 14(1), 80–105. https://doi.org/10.21501/22161201.3872
Ruvalcaba Arredondo, L., Ríos Rodríguez, L. D. C., & Alejandro Carmona, E. (2022). Utilización de redes sociales por estudiantes mexicanos. Acta Universitaria, 32, 1–14. https://doi.org/10.15174/au.2022.3380
Ruvalcaba Arredondo, L., Ríos Rodríguez, L. D. C., & Carmona, E. A. (2022). Las plataformas streaming y estudiantes mexicanos en la era pandémica SARS-CoV-2. Universidad Autónoma de Zacatecas. https://doi.org/10.48779/RICAXCAN-106
Gámez Medina, J. M., De La Torre Y Ramos, J., López Monteagudo, F. E., Ríos Rodríguez, L. D. C., Esparza, D., Rivas, J. M., Ruvalcaba Arredondo, L., & Romero Moyano, A. A. (2022). Power Factor Prediction in Three Phase Electrical Power Systems Using Machine Learning. Sustainability, 14(15), 9113. https://doi.org/10.3390/su14159113
Ríos Rodríguez, L. D. C. (2022). Factores que influyen en la Gestión de la Innovación en empresas financiadas por el Gobierno Federal. TRASCENDER, CONTABILIDAD Y GESTIÓN, 7(19), 37–67. https://doi.org/10.36791/tcg.v7i19.133
Monteagudo, F. E. L., Ramos, J. D. L. T. Y., Guerrero, E. B., Ruedas, F. B., Varela, R. V., Rivas, C. R., Olvera, C. A. O., Barraza, S. V., & Sánchez, L. O. S. (2022). Design of a multi-level inverter for applications in distributed generation. ITEGAM- Journal of Engineering and Technology for Industrial Applications (ITEGAM-JETIA). https://doi.org/10.5935/jetia.v8i33.803