Iván García-Santillán

Personal Website


Personal information:

  • Computer Systems Engineer, Ph.D.

  • email: idgarcia@utn.edu.ec

  • Associate professor at the Universidad Técnica del Norte (Ecuador).

  • Scopus Autor ID: 57192817984

Research interests:

  • Artificial Intelligence

  • Computer Vision

  • Data Mining

  • Big Data

  • Machine Learning

  • Deep Learning

  • Data Science.

Conference papers

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. "Expert System for Diagnosis of Motor Failures in Electronic Injection Vehicles," 2019 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