Dr 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. 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)
- 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)
- 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
- 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)
- 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)
- 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)
- 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.
- 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.
Thesis
- Roig Vilamala, M. 2022. Combining neural networks with symbolic approaches to perform complex event processing on non-symbolic data. PhD Thesis , Cardiff University.
Biography
I obtained my BSc in Enginyeria Informatica (Computer Science) from Universitat de Girona (University of Girona), followed by an MSc in Artificial Intelligence from the University of St. Andrews. I then completed a PhD in Computer Science from Cardiff University, which was funded by the DAIS-ITA programme and focused on using neuro-symbolic architectures to perform complex event processing.
My current focus is as a data scientist in Hartree Centre Cardiff Hub, where we aid SMEs with integrating cutting edge AI technologies into their workflow, mostly focusing on Large Language Models but also exploring various other AI techniques.
My research interests include natural language processing and neuro-symbolic approaches.
