IMDEA Networks
Dr. Juan Marcos RAMIREZ
Post-Doc Researcher
- PhD: Doctor's degree in applied sciences - Universidad de Los Andes. Mérida, Venezuela
- MSc: Master's degree in biomedical engineering - Universidad de Los Andes. Mérida, Venezuela
- BSc: B.S. diploma in electrical engineering - Universidad de Los Andes. Mérida, Venezuela
- Former position: MSCA (Got Energy Talent) Postdoctoral Fellow at the Universidad Rey Juan Carlos, Madrid.
- Joining date: November 2021
- Website: https://juanmarcosramirez.github.io/
- Email: juan.ramirezimdea.org
- Phone: +34 91 481 6927
Publications
Robust network scale-up method estimators
Sergio Díaz-Aranda, Juan Marcos Ramirez, Jose Aguilar, Rosa Elvira Lillo, Antonio Fernández Anta
Social Networks. 10.1016/j.socnet.2025.08.002. Volume 84 , North-Holland. January 2026
Error Bounds for the Network Scale-Up Method
Sergio Díaz-Aranda, Juan Marcos Ramirez, Mohit Daga, Jaya Prakash Champati, Jose Aguilar, Rosa Elvira Lillo, Antonio Fernández Anta
ACM International Conference on Knowledge Discovery and Data Mining. Toronto, Canada. August 2025
New QUBO Transformations to Improve Quantum and Simulated Annealing Performance for Quadratic Knapsack (Poster)
Nicolás Borrajo, Juan Marcos Ramirez, Farzam Nosrati, Jose Aguilar, Vincenzo Mancuso, Antonio Fernández Anta
Genetic and Evolutionary Computations. Malaga, Spain. July 2025
Social Compliance with NPIs, Mobility Patterns, and Reproduction Number: Lessons from COVID-19 in Europe
Daniele Baccega, Jose Aguilar, Carlos Baquero, Antonio Fernández Anta, Juan Marcos Ramirez
IEEE Access. 10.1109/ACCESS.2025.3586508. IEEE. ISSN: 2169-3536. July 2025
Interpretable Outlier and Anomaly Detection for Mobile Networks from Small Tabular Data
Juan Marcos Ramirez, Pablo Rojo, Vincenzo Mancuso, Antonio Fernández Anta
IFIP International Conference on Networking. Limassol, Cyprus. May 2025