Publications (264)

¹ Publications considered as the group’s output.

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2026

  1. Benchmarking Machine Learning Models for QoE Estimation in Video Streaming: Accuracy, Efficiency, Confidence and Explainability

    Lecture Notes in Computer Science

  2. Evaluating the Impact of Wi-Fi 6 Migration on QoS/QoE: A Campus Case Study

    Applied Sciences (Switzerland), Vol. 16, Núm. 5

2025

  1. A Study of On-Device Deep Reinforcement Learning for Task Offloading under Dynamic 5G Channel Conditions

    IEEE International Conference on Emerging Technologies and Factory Automation, ETFA

  2. AiGAS-dEVL-RC: An Adaptive Growing Neural Gas Model for Recurrently Drifting Unsupervised Data Streams

    Proceedings of the International Joint Conference on Neural Networks

  3. An Evaluation of Large Language Models for Code Optimization

    2025 10th International Conference on Smart and Sustainable Technologies, SpliTech 2025

  4. Comparing Control Theory and Deep Reinforcement Learning techniques for decentralized task offloading in the edge–cloud continuum

    Simulation Modelling Practice and Theory, Vol. 144

  5. Feasibility Analysis of Carbide Broaching Tools in the Machining of Inconel 718

    Lecture Notes in Mechanical Engineering

  6. Generalized stochastic Petri net-based performance analysis of a Wi-Fi network probe in a dynamic QoX management system

    Ad Hoc Networks

  7. Integration of blockchain-based digital identity management in an aeronautical manufacturing setting

    International Journal of Advanced Manufacturing Technology

2024

  1. Analysis of Mission Critical Services Radio Access Network Capacity Limitations Over 5G

    IEEE Access, Vol. 12, pp. 6191-6203

  2. Balancing Performance, Efficiency and Robustness in Open-World Machine Learning via Evolutionary Multi-objective Model Compression

    Proceedings of the International Joint Conference on Neural Networks

  3. Cross Layer Optimization and Distributed Reinforcement Learning for Wireless 360° Video Streaming

    Proceedings - 2024 IEEE 21st International Conference on Mobile Ad-Hoc and Smart Systems, MASS 2024

  4. Deep Reinforcement Learning techniques for dynamic task offloading in the 5G edge-cloud continuum

    Journal of Cloud Computing, Vol. 13, Núm. 1

  5. Global Quality of Service (QoX) Management for Wireless Networks

    Electronics (Switzerland), Vol. 13, Núm. 16

  6. Implementation of a scalable platform for real-time monitoring of machine tools

    Computers in Industry, Vol. 155

  7. On the Connection Between Neural Activations and Uncertainty in Object Detection Transformers Using Topological Data Analysis

    IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC

  8. Teleco Renta y Telekas: una sinergia para la inclusión femenina en las telecomunicaciones

    Innovación e investigación con tecnología educativa: explorando las posibilidades de la educación del futuro (Dykinson), pp. 86-98

2023

  1. Artificial Intelligence Enabled Project Management: A Systematic Literature Review

    Applied Sciences (Switzerland), Vol. 13, Núm. 8

  2. Assessing Industrial Communication Protocols to Bridge the Gap between Machine Tools and Software Monitoring

    Sensors, Vol. 23, Núm. 12

  3. Competence-Based Support for Project-Based Learning in Virtual Settings

    Lecture Notes in Networks and Systems