Planta docente

Valdivieso Caraguay Ángel Leonardo
Departamento de Informática y Ciencias de la Computación
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Oficina:
Ext: 4715
iD orcid.org/0000-0002-3502-020X
Estudios
  1. Ingeniero en Electrónica y Telecomunicaciones en la Escuela Politécnica Nacional
  2. Master of Science M.Sc. In Information Technology en la Universidad De Ciencias Aplicadas Hochschule Mannheim
  3. Doctor dentro del Programa de Doctorado en Ingeniería Informática en la Universidad Complutense de Madrid
Líneas de investigación
  1. DICC-A1-L2 Machine learning
  2. DICC-A2-L1 Computación Aplicada a las Comunicaciones y Seguridades
  3. DICC-A2-L2 Seguridad y Privacidad
Publicaciones
  1. Vásconez, J., Barona López, L., Valdiviezo Caraguay, Á., & Benalcázar, M. (2023). A comparison of EMG-based hand gesture recognition systems based on supervised and reinforcement learning. Engineering Applications of Artificial Intelligence, 123, 106327.
  2. Mantilla, C., Barona, L., Valdivieso, A., & Benalcázar, M. (2023). Arquitectura de Medición del Impacto de Ataques DoS en QoS/QoE de Servicios Multimedia en Redes SDN. Revista Ibérica de Sistemas e Tecnologias de Informação, 29-43. Obtenido de https://bvirtual.epn.edu.ec/scholarly-journals/arquitectura-de-medición-del-impacto-ataques-dos/docview/2828430682/se-2
  3. Díaz, D., Benalcázar, M., Barona, L., & Valdivieso, Á. (s.f.). Development of a Hand Gesture Recognition Model Capable of Online Readjustment Using EMGs and Double Deep-Q Networks. In: Rocha, Á., Ferrás, C., Ibarra, W. (eds) Information Technology and Systems. ICITS 2023. Lecture Notes in Networks and Systems, 691, 361-371. doi:https://doi.org/10.1007/978-3-031-33258-6_34
  4. Vásconez, J., Barona López, L., Valdivieso Caraguay, Á., & Benalcázar, M. (2022). Hand Gesture Recognition Using EMG-IMU Signals and Deep Q-Networks. Sensors, 22(24), 9613. doi:https://doi.org/10.3390/s22249613
  5. Valdivieso Caraguay, Á., Vásconez, J., Barona López, L., & Benalcázar, M. (2023). Recognition of Hand Gestures Based on EMG Signals with Deep and Double-Deep Q-Networks. Sensors 2023, 23(8), 3905. doi:https://doi.org/10.3390/s23083905
  6. Marcillo, P., Tamayo-Urgilés, D., Valdivieso Caraguay, Á., & Hernández-Álvarez, M. (2022). Security in V2I Communications: A Systematic Literature Review. Sensors 2022, 9123. doi:https://doi.org/10.3390/s22239123
  7. Barona López, L. I., Valdivieso Caraguay, Á. L., Vimos, V. H., Zea, J. A., Vásconez, J. P., Álvarez, M., & Benalcázar, M. E. (2020). An Energy-Based Method for Orientation Correction of EMG Bracelet Sensors in Hand Gesture Recognition Systems. Sensors (Basel, Switzerland), 20(21). https://doi.org/10.3390/s20216327
  8. Benalcázar, M. E., Caraguay, Á. L. V, & López, L. I. B. (2020). A user-specific hand gesture recognition model based on feed-forward neural networks, emgs, and correction of sensor orientation. Applied Sciences (Switzerland), 10(23), 1–21. https://doi.org/10.3390/app10238604
  9. Granizo, S. L., Caraguay, A. L. V, Lopez, L. I. B., & Hernandez-Alvarez, M. (2020). Detection of Possible Illicit Messages Using Natural Language Processing and Computer Vision on Twitter and Linked Websites. IEEE Access, 8, 44534–44546. https://doi.org/10.1109/ACCESS.2020.2976530
  10. Marcillo, P., Barona López, L. I., Valdivieso Caraguay, Á. L., & Hernández-Álvarez, M. (2020). Modeling of a Vehicle Accident Prediction System Based on a Correlation of Heterogeneous Sources. Advances in Intelligent Systems and Computing, 1212 AISC, 260–266. https://doi.org/10.1007/978-3-030-50943-9_33
  11. Barona López, L. I., Valdivieso Caraguay, Á. L., Vimos, V. H., Zea, J. A., Vásconez, J. P., Álvarez, M., & Benalcázar, M. E. (2020). An Energy-Based Method for Orientation Correction of EMG Bracelet Sensors in Hand Gesture Recognition Systems. Sensors (Basel, Switzerland), 20(21). https://doi.org/10.3390/s20216327
  12. Veloz, F. D. B., López, L. I. B., Caraguay, Á. L. V, & Álvarez, M. B. H. (2019). Key indicators in ransomware detection [Indicadores para la detección de ataques ransomware]. RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao, 2019(19), 493–506. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85069178671&partnerID=40&md5=65540dd6c9e3b281acc098a367c7c5e1
  13. Silva, J. A. H., López, L. I. B., Caraguay, Á. L. V, & Hernández-álvarez, M. (2019). A survey on situational awareness of ransomware attacks-detection and prevention parameters. Remote Sensing, 11(10). https://doi.org/10.3390/rs11101168

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