Conference papers

2024

• • Cevallos, M., Sandoval-Pillajo, L., Caranqui-Sánchez, V., Ortega-Bustamante, M., Pusdá-Chulde, M., García-Santillán, I. (2024). Morphological defects classification in coffee beans based on Convolutional neural networks. In: Valencia-García, R., Borodulina, T., Del Cioppo-Morstadt, J., Moran-Castro, C.E., Vera-Lucio, N. (eds) Technologies and Innovation. CITI 2024. Communications in Computer and Information Science, vol 2276. Springer, Cham. https://doi.org/10.1007/978-3-031-75702-0_1 

  • Ulloa-Terán, F., Sandoval-Pillajo, L., Landeta-López, P., Granda-Peñafiel, N., Pusdá-Chulde, M., García-Santillán, I. (2024). Identification of diabetic retinopathy from retinography images using a convolutional neural network. In: Valencia-García, R., Borodulina, T., Del Cioppo-Morstadt, J., Moran-Castro, C.E., Vera-Lucio, N. (eds) Technologies and Innovation. CITI 2024. Communications in Computer and Information Science, vol 2276. Springer, Cham. https://doi.org/10.1007/978-3-031-75702-0_10 

  • Salazar-Fierro, F., Cumbal, C., Trejo-España, D., Leon-Fernandez, C., Pusdá-Chulde, M., García-Santillán, I. (2024). Detection of scoliosis in X-ray images using a convolutional neural network. In: Valencia-García, R., Borodulina, T., Del Cioppo-Morstadt, J., Moran-Castro, C.E., Vera-Lucio, N. (eds) Technologies and Innovation. CITI 2024. Communications in Computer and Information Science, vol 2276. Springer, Cham. https://doi.org/10.1007/978-3-031-75702-0_13 

  • Moreira, R., Pusdá-Chulde, M., Granda, P., García-Santillán, I. (2024). Early Detection of Missing Plants in Corn Crops through UAV Imaging. Applied Engineering and Innovative Technologies (AENIT 2023). Lecture Notes in Networks and Systems (LNNS), 1134. Springer-Cham. Status: Accepted. https://link.springer.com/book/9783031707599 

2023

• • Montenegro, S., Pusdá-Chulde, M., Caranqui-Sánchez, V., Herrera-Tapia, J., Ortega-Bustamante, C., García-Santillán, I. (2023). Android Mobile Application for Cattle Body Condition Score Using Convolutional Neural Networks. In: Narváez, F.R., Urgilés, F., Bastos-Filho, T.F., Salgado-Guerrero, J.P. (eds) Smart Technologies, Systems and Applications. SmartTech-IC 2022. Communications in Computer and Information Science, vol 1705. Springer, Cham. https://doi.org/10.1007/978-3-031-32213-6_7 

2022

• • Guerrero, G., Guevara, A., Quiña-Mera, J.A., Guevara-Vega, C.P., García-Santillán, I. (2022). Software Project Management Integrating CMMI-DEV and SCRUM. In: Botto-Tobar, M., Montes León, S., Torres-Carrión, P., Zambrano Vizuete, M., Durakovic, B. (eds) Applied Technologies. ICAT 2021. Communications in Computer and Information Science, vol 1535. Springer, Cham. https://doi.org/10.1007/978-3-031-03884-6_39 

2021

• • Chacón-Encalada, G., Jaramillo-Mediavilla, L., Rivera-Montesdeoca, W., Suárez-Zambrano, L., García-Santillán, I. (2021). Detection of space and time patterns in the ECU 911 Integrated Security System using data mining techniques. In: Salgado Guerrero J.P., Chicaiza Espinosa J., Cerrada Lozada M., Berrezueta-Guzman S. (eds) Information and Communication Technologies. TICEC 2021. Communications in Computer and Information Science, vol 1456. Springer, Cham. https://doi.org/10.1007/978-3-030-89941-7_5 

  • Pusdá-Chulde M., Robayo A., De Giusti A., García-Santillán I. (2021) Detection of Crop Lines and Weeds in Corn Fields Based on Images Obtained from a Drone. In: Naiouf M., Rucci E., Chichizola F., De Giusti L. (eds) Cloud Computing, Big Data & Emerging Topics. JCC-BD&ET 2021. Communications in Computer and Information Science, vol 1444. Springer, Cham. https://doi.org/10.1007/978-3-030-84825-5_3  

  • Pusdá-Chulde M., De Giusti A., Herrera-Granda E., García-Santillán I. (2021) Parallel CPU-Based Processing for Automatic Crop Row Detection in Corn Fields. In: Botto-Tobar M., Cruz H., Díaz Cadena A. (eds) Artificial Intelligence, Computer and Software Engineering Advances. CIT 2020. Advances in Intelligent Systems and Computing, vol 1326. Springer, Cham. 

https://doi.org/10.1007/978-3-030-68080-0_18  

• • Guacales-Gualavisi M., Salazar-Fierro F., García-Santillán J., Arciniega-Hidrobo S., García-Santillán I. (2021). Computer System Based on Robotic Process Automation for Detecting Low Student Performance. In: Rocha Á., Ferrás C., López-López P.C., Guarda T. (eds) Information Technology and Systems. ICITS 2021. Advances in Intelligent Systems and Computing, vol 1330. Springer, Cham. 

https://doi.org/10.1007/978-3-030-68285-9_15 

2019

• • Sandoval, L., Tarupi, A., Basantes, A., Granda, P., García-Santillán, I. (2019). Expert System for Diagnosis of Motor Failures in Electronic Injection Vehicles. International Conference on Information Systems and Computer Science (INCISCOS), Quito, Ecuador, 2019, pp. 259-266. https://doi.org/10.1109/INCISCOS49368.2019.00048 

  • Chacua, B., García-Santillán, I., Rosero, P., Suárez, L., Ramírez, I., Simbaña, Z., Pusda, M. (2019). People identification through Facial Recognition using Deep Learning. 2019 IEEE Latin American Conference on Computational Intelligence (LA-CCI), Guayaquil, Ecuador, pp. 1-6. Doi: https://doi.org/10.1109/LA-CCI47412.2019.9037043 

  • Herrera, I., Chicaiza, J., Herrera, E., Lorente, L., Caraguay, J., García-Santillán, I., Peluffo, D. (2019). Artificial Neural Networks for Bottled Water Demand Forecasting: A Small Business Case Study. In: Rojas I., Joya G., Catala A. (eds) Advances in Computational Intelligence. IWANN 2019. Lecture Notes in Computer Science, vol 11507. Springer, Cham. ISSN 03029743. Doi: https://doi.org/10.1007/978-3-030-20518-8_31  

  • Pusdá, M., Salazar, F., Sandoval, L., Herrera, E., García-Santillán, I., De Giusti, A. (2020). Image analysis based on heterogeneous architectures for precision agriculture: a systematic literature review. Advances in Intelligent Systems and Computing, Vol 1078, pp. 51–70. Springer, Cham. ISSN 2194-5357. Doi: https://doi.org/10.1007/978-3-030-33614-1_4 

  • Guevara, C., Hernández, J., Botto, M., García-Santillán, I., Basantes, A., Quiña, J. (2019). Automation of the municipal inspection process in Ecuador applying Mobile-D for Android. Advances in Emerging Trends and Technologies. ICAETT 2019. Advances in Intelligent Systems and Computing, vol 1066, pp. 155-166. Springer, Cham. Online ISSN 2194-5365. Doi: https://doi.org/10.1007/978-3-030-32022-5_15 

  • Vila D., Cisneros S., Granda P., Ortega C., Posso M., García-Santillán, I. (2019). Detection of Desertion Patterns in University Students using Data Mining Techniques: A Case Study. Communications in Computer and Information Science. Vol. 895, pp 420-429. ISSN 18650929. Doi: https://doi.org/10.1007/978-3-030-05532-5_31 

  • Juma A., Rodríguez, J., Naranjo M., Caraguay J., Quiña A., García-Santillán, I. (2019). Integration and Evaluation of Social Networks in Virtual Learning Environments: A Case Study. Communications in Computer and Information Science. Vol. 895, pp 245-258. ISSN 18650929. Doi: https://doi.org/10.1007/978-3-030-05532-5_18 

  • Landeta P., Vásquez J., Rea X., García-Santillán I. (2019). Edition, Publication and Visualization of Geoservices Using Open-Source Tools. In: Botto-Tobar M., Barba-Maggi L., González-Huerta J., Villacrés-Cevallos P., S. Gómez O., Uvidia-Fassler M. (eds) Information and Communication Technologies of Ecuador (TIC.EC). TICEC 2018. Advances in Intelligent Systems and Computing, vol 884, pp. 266-280. Springer, Cham. ISSN 2194-5357. Doi: https://doi.org/10.1007/978-3-030-02828-2_20 

2018

• • García-Santillán I., Peluffo-Ordoñez D., Caranqui V., Pusdá M., Garrido F., Granda P. (2018). Computer Vision-Based Method for Automatic Detection of Crop Rows in Potato Fields. In: Rocha Á., Guarda T. (eds). Proceedings of the International Conference on Information Technology & Systems (ICITS 2018). ICITS 2018. Advances in Intelligent Systems and Computing, vol 721, pp. 355-366. Springer, Cham. ISSN: 2194-5357. Doi: https://doi.org/10.1007/978-3-319-73450-7_34  

2016

• • García-Santillán, I., Pusdá, M., & Pajares, G. (2016). Identificación automática de vegetación utilizando imágenes agrícolas: una revisión de métodos. En D. Imbaquingo, & U. Técnica del Norte (Ed.), Tecnologías Aplicadas a la Ingeniería. (Cap. 16, págs. 155-162). Ibarra, Ecuador: Editorial Universitaria UTN. ISBN: 978-9942-984-17-3. Available at: https://issuu.com/utnuniversity/docs/ebook-tecnologias-aplicadas-a-la-in 

  • García-Santillán, I., & Pajares, G. (2016). Detección automática de líneas de cultivo: estado del arte y futuras perspectivas. En F. Rivas, S. Arciniegas, & C. P. U. Andes (Ed.), Avances y aplicaciones de sistemas inteligentes y nuevas tecnologías (Cap. 29, págs. 381-398). Mérida, Venezuela: Gráficas el Portatítulo. ISBN: 978-980-11-1836-7. Available at https://www.researchgate.net/publication/313876117_Deteccion_automatica_de_lineas_de_cultivo_estado_del_arte_y_futuras_perspectivas