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.ramireznetworks.imdea.org
- Phone: +34 91 481 6927
Publications
An Agent-Orchestrated Anomaly Detection Pipeline for Network Performance (Poster)
Luigi Rachiele, Vincenzo Mancuso, Juan Marcos Ramirez
Mediterranean Artificial Intelligence and Networking. Mondello, Italy. July 2026
Network Scale-up Methods on Aggregated Relational Data to Estimate the Outcome of Elections
Jorge M. Arevalillo, Juan Marcos Ramirez, Sergio Díaz-Aranda, Jose Aguilar, Antonio Fernández Anta, Rosa E. Lillo
Social Networks. 10.1016/j.socnet.2026.04.006. Volume 86 , North-Holland. July 2026
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