Journal papers

2025

• • Vinueza, K., Sandoval-Pillajo, L., Giret-Boggino, A., Trejo-España, D., Pusdá-Chulde, M., García-Santillán, I.: Automatic weed quantification in potato crops based on a modified convolutional neural network using drone images. Data and Metadata. 2025; 4:194. https://doi.org/10.56294/dm2025194 

  • Guaichico E, Pusdá-Chulde M, Ortega-Bustamante M, Granda P, García-Santillán I. Mobile app for real-time academic attendance registration based on MobileFaceNet Convolutional neural network. Data and Metadata. 2025; 4:193. https://doi.org/10.56294/dm2025193  

2023

• • Aguagallo, L., Salazar-Fierro, F., García-Santillán, J., Posso-Yépez, M., Landeta-López, P., & García-Santillán, I. (2023). Analysis of Student Performance Applying Data Mining Techniques in a Virtual Learning Environment. International Journal of Emerging Technologies in Learning (iJET), 18(11), pp. 175–195. https://doi.org/10.3991/ijet.v18i11.37309 

  • Posso M., León V., García-Santillán I., Posso A. (2023). Conditions of virtual learning during pandemic in secondary education: Analysis from gender and ethnicity. Digital Education Review, N° 44 (2023), pp. 83-92. https://doi.org/10.1344/der.2023.44.83-92

2020

• • Herrera, E., Díaz, A., Granda, P., Pusdá, M., García-Santillán, I. (2020). Prototype of an Android mobile application for real-time drowsiness detection and alertness applied in night driving. Risti, N°. E32, pp. 98–112. ISSN 1646-9895. Available at http://risti.xyz/issues/ristie32.pdf 

  • Guevara-Vega, C., Chamorro-Ortega, W., Herrera-Granda, E. García-Santillán, I., Quiña-Mera, A. (2020). Incidence of a web application implementation for high school students learning evaluation. A Case Study. Risti, N°. E32, pp. 509–523. ISSN 1646-9895. Available at http://risti.xyz/issues/ristie32.pdf 

2019

• • Roldan, P., Umaquinga, A., García, J., Herrera, I., García-Santillan, I. (2019). A conceptual architecture for content analysis about abortion using the Twitter platform. Risti, N°. E22, pp. 363–374. ISSN 1646-9895. Available at http://risti.xyz/issues/ristie22.pdf 

  • Quiña-Mera, A., Pozo-Barahona, S., Guevara-Vega, C., García-Santillán, I., Guevara-Vega, A., Montaluisa-Yugla, J. (2019). Use of gamification in the learning of children with dyseidetic disexia: a case study. Risti, N°. E22, pp. 161–173. ISSN 1646-9895. Available at http://risti.xyz/issues/ristie22.pdf 

  • García-Santillan, I., Pusda, M., Caranqui, V., Landeta, P., Salazar, F., Granda, P. (2019). Discriminación de cultivo y malezas en campos de papa utilizando técnicas de visión por computador. Risti, N°. E19, pp. 95-107. ISSN 1646-9895. Available at http://risti.xyz/issues/ristie19.pdf 

  • Herrera, E., Herrera, I., Lorente, L., Granda, P., Caraguay, J., García-Santillán, I. (2019). Implementación de un Sistema de Visión Artificial y Seguimiento de Objetivos Humanos utilizando un Cuadricóptero. Risti, N°. E19, pp. 198–211. ISSN 1646-9895. Available at http://risti.xyz/issues/ristie19.pdf 

  • Landeta, P., Vásquez, J., Granda, P., Lucano, F., García-Santillán, I. (2019). Evaluation of Usability in Raster Data Management Module Integrated to a Geoportal. Risti, N°. E19, pp. 14–27. ISSN 1646-9895. Available at http://risti.xyz/issues/ristie19.pdf 

2018

• • García-Santillán, I., Pajares, G. (2018). On-line crop/weed discrimination through the Mahalanobis distance from images in maize fields. Biosystems Engineering, 166, 28-43. ISSN: 1537-5110. Doi: https://doi.org/10.1016/j.biosystemseng.2017.11.003 

2017

• • García-Santillán, I., Guerrero, M., Montalvo, M., Pajares, G. (2017). Curved and straight crop row detection by the accumulation of green pixels from images in maize fields. Precision Agriculture, 19(1), 18-41. ISSN: 1385-2256. Doi: http://dx.doi.org/10.1007/s11119-016-9494-1 

  • García-Santillán, I., Montalvo, M., Guerrero, M., Pajares, G. (2017). Automatic detection of curved and straight crop rows from images in maize fields. Biosystems Engineering, 156, 61-79. ISSN: 1537-5110.   Doi: https://doi.org/10.1016/j.biosystemseng.2017.01.013

2016 

• • Pajares, G., García-Santillán, I., Campos, Y., Montalvo, M., Guerrero, J., Emmi, L., Romeo, J., Guijarro, M. and Gonzalez-de-Santos, P. (2016). Machine-Vision Systems Selection for Agricultural Vehicles: A Guide. Journal of Imaging, 2(4), 34. ISSN 2313-433X. DOI: http://dx.doi.org/10.3390/jimaging2040034 

  • Caranqui, V., García-Santillán, I., Granda, P. (2016). Emprendimiento Tecnológico: Proveedor de Servicios de Internet Inalámbrico (WISP). Tierra Infinita, No. 6, pp. 152-169. ISSN 1390-6836. Available at http://revistasdigitales.upec.edu.ec/index.php/tierrainfinita/article/view/147 

2014

• • García, I., Caranqui, V. (2014). La Visión artificial y los campos de aplicación. Tierra Infinita, No. 4, pp. 142-150. ISSN 1390-6836. Available at http://revistasdigitales.upec.edu.ec/index.php/tierrainfinita/article/view/76 

  • Urresta, R., Cahuasquí, M., García, I. (2014). La gestión del marketing y el posicionamiento de las Universidades. Una perspectiva de Iberoamérica y del Ecuador. Sathiri, No. 7, pp. 34-44. ISSN 1390-6925. Available at http://revistasdigitales.upec.edu.ec/index.php/sathiri/article/view/324 

2013

• • García, I., Rosero, M., Almeida, D. (2013). La evaluación del desempeño docente universitario. AXIOMA, Décima edición, volumen I, pp. 38-44. ISSN 1390-6267. Available at http://axioma.pucesi.edu.ec/index.php/axioma/article/view/375 

2012

• • Figueroa, J., Yacelga, C., Rosero, M., García, I. (2012). La inteligencia emocional y su influencia en el rendimiento académico y laboral de la comunidad universitaria. AXIOMA, octava edición, volumen I, pp. 44-48. ISSN 1390-6267. Available at http://axioma.pucesi.edu.ec/index.php/axioma/article/view/365