Publications in collaboration with researchers from Telefónica (55)

2024

  1. Anticipatory analysis of AGV trajectory in a 5G network using machine learning

    Journal of Intelligent Manufacturing, Vol. 35, Núm. 4, pp. 1541-1569

  2. Dynamic Restoration Assessment in Partially Upgraded Networks from the C to the C+L bands

    20th International Conference on the Design of Reliable Communication Networks, DRCN 2024

  3. Graph Neural Network contextual embedding for Deep Learning on tabular data

    Neural Networks, Vol. 173

  4. Protection Methods Analysis in a Hybrid C/C+L Optical Network

    International Conference on Transparent Optical Networks

2023

  1. An ILP Formulation for Partially Upgrading Elastic Optical Networks to Multi-Band

    Proceedings of the 2023 International Conference on Optical Network Design and Modeling, ONDM 2023

  2. Efficient Optimization of Actor-Critic Learning for Constrained Resource Orchestration in RAN with Network Slicing

    Proceedings of the 26th Conference on Innovation in Clouds, Internet and Networks, ICIN 2023

  3. Migration of elastic optical networks to the C+L-bands subject to a partial upgrade of the number of erbium-doped fiber amplifiers

    Journal of Optical Communications and Networking, Vol. 15, Núm. 11, pp. F22-F35

  4. Multi-band Elastic Optical Networks: Overview and Recent Contributions from the IoTalentum Project

    Lecture Notes in Networks and Systems

  5. Performance Evaluation of TI-LFA in Traffic-Engineered Segment Routing-Based Networks

    2023 19th International Conference on the Design of Reliable Communication Networks, DRCN 2023

  6. Transformers for Multi-Horizon Forecasting in an Industry 4.0 Use Case

    Sensors, Vol. 23, Núm. 7

  7. Using N-BEATS ensembles to predict automated guided vehicle deviation

    Applied Intelligence, Vol. 53, Núm. 21, pp. 26139-26204

2022

  1. A framework for big data sovereignty: The European Industrial Data Space (EIDS)

    Data Spaces: Design, Deployment and Future Directions (Springer International Publishing), pp. 201-226

  2. Migration Strategy from C-Band Elastic Optical Network to C+L Multiband Optical Network

    2022 32nd International Telecommunication Networks and Applications Conference, ITNAC 2022

  3. SLA-Differentiated Protection in Multi-Band Elastic Optical Networks

    2022 IEEE Photonics Conference, IPC 2022 - Proceedings

  4. Survivability against Amplifier Failures in Multi-band Elastic Optical Networks

    Asia Communications and Photonics Conference, ACP

2021

  1. Conversational agents in MOOCs: Reflections on first outcomes of the colMOOC project

    Intelligent Systems and Learning Data Analytics in Online Education

  2. Forecasting Automated Guided Vehicle Malfunctioning with Deep Learning in a 5G-Based Industry 4.0 Scenario

    IEEE Communications Magazine, Vol. 59, Núm. 11, pp. 102-108

2018

  1. Towards integrating conversational agents and learning analytics in MOOCs

    Lecture Notes on Data Engineering and Communications Technologies (Springer Science and Business Media Deutschland GmbH), pp. 1061-1072

2017

  1. From data analysis to storytelling in scenario building. A semiotic approach to purpose-dependent writing of stories

    Futures, Vol. 88, pp. 15-29

2016

  1. The role of metaphors in the development of technologies. The case of the artificial intelligence

    Futures, Vol. 84, pp. 145-153