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Marc Roig Vilamala
Marc Roig Vilamala
在 cardiff.ac.uk 的电子邮件经过验证
标题
引用次数
引用次数
年份
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
332020
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
312019
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
232019
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
122023
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
92021
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
82021
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
52020
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
52020
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
42020
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
22019
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
12023
Combining neural networks with symbolic approaches to perform complex event processing on non-symbolic data
M Roig Vilamala
Cardiff University, 2022
12022
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
12021
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
12020
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
12019
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, ...
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