| Neuroplex: learning to detect complex events in sensor networks through knowledge injection T Xing, L Garcia, MR Vilamala, F Cerutti, L Kaplan, A Preece, ... Proceedings of the 18th conference on embedded networked sensor systems, 489-502, 2020 | 33 | 2020 |
| Deepcep: Deep complex event processing using distributed multimodal information T Xing, MR Vilamala, L Garcia, F Cerutti, L Kaplan, A Preece, ... 2019 IEEE international conference on smart computing (SMARTCOMP), 87-92, 2019 | 31 | 2019 |
| A pilot study on detecting violence in videos fusing proxy models MR Vilamala, L Hiley, Y Hicks, A Preece, F Cerutti 2019 22th international conference on information fusion (FUSION), 1-8, 2019 | 23 | 2019 |
| DeepProbCEP: A neuro-symbolic approach for complex event processing in adversarial settings MR Vilamala, T Xing, H Taylor, L Garcia, M Srivastava, L Kaplan, ... Expert Systems with Applications 215, 119376, 2023 | 12 | 2023 |
| Using deepproblog to perform complex event processing on an audio stream MR Vilamala, T Xing, H Taylor, L Garcia, M Srivastava, L Kaplan, ... arXiv preprint arXiv:2110.08090, 2021 | 9 | 2021 |
| Coalition situational understanding via explainable neuro-symbolic reasoning and learning AD Preece, D Braines, F Cerutti, J Furby, L Hiley, L Kaplan, M Law, ... Artificial Intelligence and Machine Learning for Multi-Domain Operations …, 2021 | 8 | 2021 |
| Towards human-agent knowledge fusion (HAKF) in support of distributed coalition teams D Braines, F Cerutti, MR Vilamala, M Srivastava, LKA Preece, G Pearson arXiv preprint arXiv:2010.12327, 2020 | 5 | 2020 |
| A hybrid neuro-symbolic approach for complex event processing MR Vilamala, H Taylor, T Xing, L Garcia, M Srivastava, L Kaplan, ... arXiv preprint arXiv:2009.03420, 2020 | 5 | 2020 |
| An experimentation platform for explainable coalition situational understanding K Barrett-Powell, J Furby, L Hiley, MR Vilamala, H Taylor, F Cerutti, ... arXiv preprint arXiv:2010.14388, 2020 | 4 | 2020 |
| Uncertainty-aware situational understanding R Tomsett, L Kaplan, F Cerutti, P Sullivan, D Vente, MR Vilamala, ... Artificial Intelligence and Machine Learning for Multi-Domain Operations …, 2019 | 2 | 2019 |
| Knowledge from Uncertainty in Evidential Deep Learning C Davies, MR Vilamala, AD Preece, F Cerutti, LM Kaplan, S Chakraborty arXiv preprint arXiv:2310.12663, 2023 | 1 | 2023 |
| Combining neural networks with symbolic approaches to perform complex event processing on non-symbolic data M Roig Vilamala Cardiff University, 2022 | 1 | 2022 |
| Using DeepProbLog to perform Complex Event Processing on an Audio Stream M Roig Vilamala, T Xing, H Taylor, L Garcia, M Srivastava, L Kaplan, ... arXiv e-prints, arXiv: 2110.08090, 2021 | 1 | 2021 |
| A Hybrid Neuro-Symbolic Approach for Complex Event Processing M Roig Vilamala, H Taylor, T Xing, L Garcia, M Srivastava, L Kaplan, ... arXiv e-prints, arXiv: 2009.03420, 2020 | 1 | 2020 |
| A hybrid neural-symbolic approach to uncertainty-aware complex event detection T Xing, MR Vilamala, L Garcia, P Sullivan, F Cerutti, L Kaplan, A Preece, ... Workshop on Distributed Analytics InfraStructure and Algorithms for Multi …, 2019 | 1 | 2019 |
| Visualizing Logic Explanations for Social Media Moderation M Roig Vilamala, D Braines, F Cerutti, A Preece Proceedings of the 2023 International Conference on Autonomous Agents and …, 2023 | | 2023 |
| Towards Maintaining and Reusing Complex Event Processing Systems MR Vilamala, M Law, H Taylor, T Xing, L Garcia, D Braines, D Cunnington, ... | | |
