| Automated configuration of heterogeneous graph neural networks with a semantic math parser for iot systems A Ba, K Lynch, J Ploennigs, B Schaper, C Lohse, F Lorenzi IEEE Internet of Things Journal 10 (2), 1042-1052, 2022 | 10 | 2022 |
| Monitoring of iot systems at the edges with transformer-based graph convolutional neural networks A Ba, F Lorenzi, J Ploennigs 2022 IEEE International Conference on Edge Computing and Communications …, 2022 | 5 | 2022 |
| Intelligent management and interaction of a communication agent in an internet of things environment J Ploennigs, W Lynch, F Lorenzi, M Barry US Patent 11,132,510, 2021 | 5 | 2021 |
| Scaling knowledge graphs for automating AI of digital twins J Ploennigs, K Semertzidis, F Lorenzi, N Mihindukulasooriya International Semantic Web Conference, 810-826, 2022 | 4 | 2022 |
| Large language models and knowledge graphs to optimize commercial real estate portfolio F O'Donncha, J Sheehan, F Lorenzi, A Timms, M Zimon, J Ploennigs INFORMS Annual Meeting, 2023 | 2 | 2023 |
| Causal Temporal Graph Convolutional Neural Networks (CTGCN) A Langbridge, F O'Donncha, A Ba, F Lorenzi, C Lohse, J Ploennigs arXiv preprint arXiv:2303.09634, 2023 | 2 | 2023 |
| Optimal seat allocation under social distancing constraints M Barry, C Gambella, F Lorenzi, J Sheehan, J Ploennigs arXiv preprint arXiv:2105.05017, 2021 | 2 | 2021 |
| Edge-based forecasting of environmental conditions F O'donncha, A Ba, A Akhriev, F Lorenzi US Patent App. 17/650,798, 2023 | | 2023 |
| Can We Evaluate Causal Structures Using Graph Neural Networks? A Langbridge, F O'Donncha, A Ba, F Lorenzi, C Lohse, J Ploennigs Conference on Uncertainty in Artificial Intelligence, 2023 | | 2023 |
| Collaborative monitoring of industrial systems A Ba, F O'donncha, F Lorenzi US Patent App. 17/560,403, 2023 | | 2023 |
| Question answering approach to semantic parsing of mathematical formulas WK Lynch, K Srinivas, HC Samulowitz, F Lorenzi US Patent 11,663,251, 2023 | | 2023 |
| Performance optimization of complex industrial systems and processes A Ba, F Lorenzi, J Ploennigs US Patent App. 17/455,293, 2023 | | 2023 |
| Indentifying relevant graph patterns in a knowledge graph background J Ploennigs, K Semertzidis, F Lorenzi US Patent App. 17/454,909, 2023 | | 2023 |
| Prediction of Ship Traffic on Waterways for Optimized Usage of Harbours with Graph Neural Networks and the Transformer A Ba, C Lohse, B Schaper, F Lorenzi, J Ploennigs INFORMS Annual Meeting, 2022 | | 2022 |
| Optimized Lease Planning for Real Estate Portfolios F O'Donncha, J Sheehan, F Lorenzi, J Ploennigs INFORMS Annual Meeting, 2022 | | 2022 |
| Optimal Seat Allocation Under Social Distancing Constraints (preprint) M Barry, C Gambella, F Lorenzi, J Sheehan, J Ploennigs | | 2021 |
| 2022 IEEE International Conference on Edge Computing and Communications (EDGE)| 978-1-6654-8140-3/22/$31.00© 2022 IEEE| DOI: 10.1109/EDGE55608. 2022.00036 R Aburukba, AR Al-Ali, M Albano, M Al-Naday, Y AlZahrani, A Ba, ... | | |
