Mr Marc Roig Vilamala
(he/him)
Teams and roles for Marc Roig Vilamala
Postdoctoral Research Assistant
Publication
2025
- Roig Vilamala, M. et al. 2025. Understanding human-machine team communication from an explainable-AI perspective. Presented at: 34th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN) Eindhoven, Netherlands 25-29 August 2025. 2025 34th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN). IEEE. , pp.402-409. (10.1109/ro-man63969.2025.11217893)
2024
- Bent, G. A. et al., 2024. A demonstration of vector symbolic architecture as an effective integrated technology for AI at the network edge. Presented at: Artificial Intelligence for Security and Defence Applications II Edinburgh, UK 17–19 September 2024. Published in: Bouma, H. et al., Proceedings of Artificial Intelligence for Security and Defence Applications II. Vol. 132061. SPIE. , pp.39-55. (10.1117/12.3030952)
- Bent, G. A. et al., 2024. The transformative potential of vector symbolic architecture for cognitive processing at the network edge. Presented at: Security and Defence 2024 Edinburgh, UK 16-20 September 2024. Published in: Bouma, H. et al., Proceedings Artificial Intelligence for Security and Defence Applications II. Vol. 13206.SPIE. , pp.1320612. (10.1117/12.3030949)
- Briseno, J. d. G. et al., 2024. TeamCollab: A framework for collaborative perception-cognition-communication-action. Presented at: 27th International Conference on Information Fusion (FUSION) Venice, Italy 08-11 July 2024. 2024 27th International Conference on Information Fusion (FUSION). IEEE. , pp.1-8. (10.23919/fusion59988.2024.10706435)
- Roig Vilamala, M. et al. 2024. Analysing explanation-related interactions in collaborative perception-cognition-communication-action. Presented at: RO-MAN 2024: 33rd IEEE International Conference on Robot and Human Interactive Communication Pasadena, CA, USA 26-30 August 2024. IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN) (2024). IEEE.
2023
- Davies, C. , Roig Vilamala, M. and Preece, A. 2023. Knowledge from uncertainty in evidential deep learning. Presented at: 2nd KDD Workshop on Uncertainty Reasoning and Quantification in Decision Making Long Beach, CA, USA 7 August 2023.
- Roig Vilamala, M. et al. 2023. DeepProbCEP: A neuro-symbolic approach for complex event processing in adversarial settings. Expert Systems with Applications 215 119376. (10.1016/j.eswa.2022.119376)
2022
- Roig Vilamala, M. 2022. Combining neural networks with symbolic approaches to perform complex event processing on non-symbolic data. PhD Thesis , Cardiff University.
Articles
- Roig Vilamala, M. et al. 2023. DeepProbCEP: A neuro-symbolic approach for complex event processing in adversarial settings. Expert Systems with Applications 215 119376. (10.1016/j.eswa.2022.119376)
Conferences
- Bent, G. A. et al., 2024. A demonstration of vector symbolic architecture as an effective integrated technology for AI at the network edge. Presented at: Artificial Intelligence for Security and Defence Applications II Edinburgh, UK 17–19 September 2024. Published in: Bouma, H. et al., Proceedings of Artificial Intelligence for Security and Defence Applications II. Vol. 132061. SPIE. , pp.39-55. (10.1117/12.3030952)
- Bent, G. A. et al., 2024. The transformative potential of vector symbolic architecture for cognitive processing at the network edge. Presented at: Security and Defence 2024 Edinburgh, UK 16-20 September 2024. Published in: Bouma, H. et al., Proceedings Artificial Intelligence for Security and Defence Applications II. Vol. 13206.SPIE. , pp.1320612. (10.1117/12.3030949)
- Briseno, J. d. G. et al., 2024. TeamCollab: A framework for collaborative perception-cognition-communication-action. Presented at: 27th International Conference on Information Fusion (FUSION) Venice, Italy 08-11 July 2024. 2024 27th International Conference on Information Fusion (FUSION). IEEE. , pp.1-8. (10.23919/fusion59988.2024.10706435)
- Davies, C. , Roig Vilamala, M. and Preece, A. 2023. Knowledge from uncertainty in evidential deep learning. Presented at: 2nd KDD Workshop on Uncertainty Reasoning and Quantification in Decision Making Long Beach, CA, USA 7 August 2023.
- Roig Vilamala, M. et al. 2024. Analysing explanation-related interactions in collaborative perception-cognition-communication-action. Presented at: RO-MAN 2024: 33rd IEEE International Conference on Robot and Human Interactive Communication Pasadena, CA, USA 26-30 August 2024. IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN) (2024). IEEE.
- Roig Vilamala, M. et al. 2025. Understanding human-machine team communication from an explainable-AI perspective. Presented at: 34th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN) Eindhoven, Netherlands 25-29 August 2025. 2025 34th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN). IEEE. , pp.402-409. (10.1109/ro-man63969.2025.11217893)
Thesis
- Roig Vilamala, M. 2022. Combining neural networks with symbolic approaches to perform complex event processing on non-symbolic data. PhD Thesis , Cardiff University.
