Proyectos y aportaciones

A lo largo de toda la trayectoria de GlobalOT, se han realizado diversos proyectos que reflejan el carácter multidisciplinar de este consorcio y que dan un gran valor a su comprimiso por el avance y la ciencia.

Journals

1.Hernández, D., Cecilia, J. M., Cano, J. C., & Calafate, C. T. (2022). Flood Detection Using Real Time Image Segmentation from Unmanned Aerial Vehicles on Edge-Computing Platform. Remote Sensing, 14(1), 223.

2.Hernández, D., Cano, J. C., Silla, F., Calafate, C. T., & Cecilia, J. M. (2021). AI-enabled autonomous drones for fast climate change crisis assessment. IEEE Internet of Things Journal.

3.Cebrian, J. M., Imbernón, B., Soto, J., & Cecilia, J. M. (2021). Evaluation of Clustering Algorithms on HPC Platforms. Mathematics, 9(17), 2156.

4.Nakamura, K., Hernández, D., Cecilia, J. M., Manzoni, P., Zennaro, M., Cano, J. C., & Calafate, C. T. (2021). LADEA: A Software Infrastructure for Audio Delivery and Analytics. Mobile Networks and Applications, 1-7.

5.Cecilia, J. M., Morales-García, J., Imbernón, B., Prades, J., Cano, J. C., & Silla, F. (2023). Using remote GPU virtualization techniques to enhance edge computing devices. Future Generation Computer Systems, 142, 14-24.

6.Morales-García, J., Bueno-Crespo, A., Terroso-Sáenz, F., Arcas-Túnez, F., Martínez-España, R., & Cecilia, J. M. (2023). Evaluation of synthetic data generation for intelligent climate control in greenhouses. Applied Intelligence, 1-17.

7.Morales-García, J., Bueno-Crespo, A., Martínez-España, R., García, F. J., Ros, S., Fernández-Pedauyé, J., & Cecilia, J. M. (2023). SEPARATE: A tightly coupled, seamless IoT infrastructure for deploying AI algorithms in smart agriculture environments. Internet of Things, 22, 100734.

8.Morales-García, J., Bueno-Crespo, A., Martínez-España, R., Posadas, J. L., Manzoni, P., & Cecilia, J. M. (2023). Evaluation of low-power devices for smart greenhouse development. The Journal of Supercomputing, 79(9), 10277-10299.

9.Morales-García, J., Bueno-Crespo, A., Martínez-España, R., & Cecilia, J. M. (2023). Data-driven evaluation of machine learning models for climate control in operational smart greenhouses. Journal of Ambient Intelligence and Smart Environments, (Preprint), 1-15.

10.Wubben, J., Hernández, D., Cecilia, J. M., Imberón, B., Calafate, C. T., Cano, J. C., … & Toh, C. K. (2023). Assignment and Take-Off Approaches for Large-Scale Autonomous UAV Swarms. IEEE Transactions on Intelligent Transportation Systems.

Conferencias Internacionales

1.Wubben, J., Cecilia, J. M., Calafate, C. T., Cano, J. C., & Manzoni, P. (2021, September). Evaluating the effectiveness of takeoff assignment strategies under irregular configurations. In 2021 IEEE/ACM 25th International Symposium on Distributed Simulation and Real Time Applications (DS-RT) (pp. 1-7). IEEE.
 
2.Hernández, D., Cecília, J. M., Calafate, C. T., Cano, J. C., & Manzoni, P. (2021, April). The Kuhn-Munkres algorithm for efficient vertical takeoff of UAV swarms. In 2021 IEEE 93rd Vehicular Technology Conference (VTC2021-Spring) (pp. 1-5). IEEE.
 
3.Ruiz, S., Morales-García, J., Calafate, C. T., Cano, J. C., Manzoni, P., & Cecilia, J. M. (2022, June). Evaluation of time-series libraries for temperature prediction in smart greenhouses. In 2022 18th International Conference on Intelligent Environments (IE) (pp. 1-7). IEEE.
 
4.Alati, M. F., Fortino, G., Morales, J., Cecilia, J. M., & Manzoni, P. (2022, January). Time series analysis for temperature forecasting using TinyML. In 2022 IEEE 19th Annual Consumer Communications & Networking Conference (CCNC) (pp. 691-694). IEEE.
 
5.Padilla-Quimbiulco, D., Morales-García, J., Cantabella, M., Ayuso, B., Muñoz, A., & Cecilia, J. M. (2023, June). Greenhouse intelligent warning system for precision agriculture. In 2023 19th International Conference on Intelligent Environments (IE) (pp. 1-6). IEEE.
 
6.Paul, J., Wubben, J., Zamora, W., Hernández-Orallo, E., Calafate, C. T., & Valenzuela, J. L. (2023, June). Using UAVs for the fast detection and characterization of polluted areas. In 2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring) (pp. 1-6). IEEE.
 
7.Riviere, M., Padrón, J. D., Calafate, C. T., Cano, J. C., & Razafindralambo, T. (2023, June). Improving emergency vehicles flow in urban environments through SDN-based V2X communications. In 2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring) (pp. 1-6). IEEE.

Tesis doctorales

Daniel Hernandez Vicente. Analysis design and implementation of artificial intelligence techniques in edge computing environments.
Sobresaliente Cum Laude
 
Juan Morales García. Edge computing techniques for climate control in greenhouses.  Sobresaliente Cum Laude