| Intelligent pillbox: Automatic and programmable Assistive Technology device JM Parra, W Valdez, A Guevara, P Cedillo, J Ortiz-Segarra 2017 13th IASTED International Conference on Biomedical Engineering (BioMed …, 2017 | 46 | 2017 |
| kubeFlower: A privacy-preserving framework for Kubernetes-based federated learning in cloud–edge environments JM Parra-Ullauri, H Madhukumar, AC Nicolaescu, X Zhang, A Bravalheri, ... Future Generation Computer Systems 157, 558-572, 2024 | 38 | 2024 |
| Querying and annotating model histories with time-aware patterns A García-Domínguez, N Bencomo, JM Parra-Ullauri, LH García-Paucar 2019 ACM/IEEE 22nd International Conference on Model Driven Engineering …, 2019 | 29 | 2019 |
| Federated analytics for 6g networks: Applications, challenges, and opportunities JM Parra-Ullauri, X Zhang, A Bravalheri, S Moazzeni, Y Wu, R Nejabati, ... IEEE Network 38 (2), 9-17, 2024 | 26 | 2024 |
| Ai-native multi-access future networks—the reason architecture K Katsaros, I Mavromatis, K Antonakoglou, S Ghosh, D Kaleshi, ... IEEE Access 12, 178586-178622, 2024 | 25 | 2024 |
| Exploring the synergy of fog computing, blockchain, and federated learning for IoT applications: A systematic literature review WV Solis, JM Parra-Ullauri, A Kertesz IEEE Access 12, 68015-68060, 2024 | 24 | 2024 |
| Temporal models for history-aware explainability JM Parra-Ullauri, A García-Domínguez, LH García-Paucar, N Bencomo Proceedings of the 12th system analysis and modelling conference, 155-164, 2020 | 22 | 2020 |
| Event-driven temporal models for explanations-ETeMoX: explaining reinforcement learning JM Parra-Ullauri, A García-Domínguez, N Bencomo, C Zheng, C Zhen, ... Software and Systems Modeling 21 (3), 1091-1113, 2022 | 19 | 2022 |
| Federated hyperparameter optimisation with flower and optuna J Parra-Ullauri, X Zhang, A Bravalheri, R Nejabati, D Simeonidou Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 1209-1216, 2023 | 17 | 2023 |
| Reward-reinforced generative adversarial networks for multi-agent systems C Zheng, S Yang, JM Parra-Ullauri, A Garcia-Dominguez, N Bencomo IEEE Transactions on Emerging Topics in Computational Intelligence 6 (3 …, 2021 | 16 | 2021 |
| Towards history-aware self-adaptation with explanation capabilities AG Dominguez, N Bencomo, JMP Ullauri, LHG Paucar 2019 IEEE 4th International Workshops on Foundations and Applications of …, 2019 | 15 | 2019 |
| Intelligent Pillbox: Evaluating the User Perceptions of Elderly People. WV Solis, IPC Orellana, J Parra, A Guevara, J Ortiz ISD, 2017 | 11 | 2017 |
| History-aware explanations: towards enabling human-in-the-loop in self-adaptive systems J Parra-Ullauri, A García-Domínguez, N Bencomo, L Garcia-Paucar Proceedings of the 25th International Conference on Model Driven Engineering …, 2022 | 9 | 2022 |
| Resource management and circuit scheduling for distributed quantum computing interconnect networks S Bahrani, RD Oliveira, JM Parra-Ullauri, R Wang, D Simeonidou arXiv preprint arXiv:2409.12675, 2024 | 8 | 2024 |
| AI model placement for 6G networks under epistemic uncertainty estimation L Huang, Y Wu, JM Parra-Ullauri, R Nejabati, D Simeonidou ICC 2024-IEEE International Conference on Communications, 5521-5526, 2024 | 8 | 2024 |
| Federated analytics with data augmentation in domain generalization toward future networks X Zhang, JM Parra-Ullauri, S Moazzeni, X Vasilakos, R Nejabati, ... IEEE Transactions on Machine Learning in Communications and Networking 2 …, 2024 | 8 | 2024 |
| Lifecycle management of trustworthy ai models in 6g networks: The reason approach J Parra-Ullauri, X Zhou, S Moazzeni, R Hussain, X Vasilakos, Y Wu, ... IEEE Wireless Communications 32 (2), 42-51, 2025 | 6 | 2025 |
| Profiling AI Models: Towards Efficient Computation Offloading in Heterogeneous Edge AI Systems JM Parra-Ullauri, O Dilley, H Madhukumar, D Simeonidou 2024 3rd International Conference on 6G Networking (6GNet), 164-166, 2024 | 6 | 2024 |
| Privacy preservation in kubernetes-based federated learning: A networking approach JM Parra-Ullauri, LF Gonzalez, A Bravalheri, R Hussain, X Vasilakos, ... IEEE INFOCOM 2023-IEEE Conference on Computer Communications Workshops …, 2023 | 6 | 2023 |
| From a series of (un) fortunate events to global explainability of runtime model-based self-adaptive systems JM Parra-Ullauri, A García-Domínguez, N Bencomo 2021 ACM/IEEE International Conference on Model Driven Engineering Languages …, 2021 | 5 | 2021 |
Dimitra Simeonidou OBE, FREng, FIEEEUniversity of Bristol, Full Professor, Director Smart Internet LabVerified email at bristol.ac.uk
