Bulat Kerimov, Roberto Bentivoglio, Alexander Garzón, Elvin Isufi, Franz Tscheikner-Gratl, David Bernhard Steffelbauer, Riccardo Taormina (2023), Assessing the performances and transferability of graph neural network metamodels for water distribution systems, In Journal of Hydroinformatics Volume 25 p.2223-2234.
Benjamin Habib, Elvin Isufi, Ward van Breda, Arjen Jongepier, Jochen L. Cremer (2023), Deep Statistical Solver for Distribution System State Estimation, In IEEE Transactions on Power Systems Volume 39 p.4039-4050.
Mohammad Sabbaqi, Elvin Isufi (2023), Graph-Time Convolutional Neural Networks: Architecture and Theoretical Analysis, In IEEE Transactions on Pattern Analysis and Machine Intelligence Volume 45 p.14625-14638.
Mohammad Sabbaqi, Elvin Isufi (2023), Graph-Time Trend Filtering and Unrolling Network, In Proceedings of the 2023 31st European Signal Processing Conference (EUSIPCO) p.1230-1234, IEEE.
Zhan Gao, Elvin Isufi (2023), Learning Stochastic Graph Neural Networks With Constrained Variance, In IEEE Transactions on Signal Processing Volume 71 p.358-371.
Maosheng Yang, Bishwadeep Das, Elvin Isufi (2023), Online Edge Flow Prediction Over Expanding Simplicial Complexes, In Proceedings of the ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE.
Bishwadeep Das, Elvin Isufi (2023), Online Vector Autoregressive Models Over Expanding Graphs, In Proceedings of the ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE.
Roberto Bentivoglio, Elvin Isufi, Sebastiaan Nicolas Jonkman, Riccardo Taormina (2023), Rapid spatio-temporal flood modelling via hydraulics-based graph neural networks, In Hydrology and Earth System Sciences Volume 27 p.4227–4246.
Rohan Money, Joshin Krishnan, Baltasar Beferull-Lozano, Elvin Isufi (2023), Scalable and Privacy-Aware Online Learning of Nonlinear Structural Equation Models, In IEEE Open Journal of Signal Processing Volume 4 p.61-70.
Joshin Krishnan, Rohan Money, Baltasar Beferull-Lozano, Elvin Isufi (2023), Simplicial Vector Autoregressive Model For Streaming Edge Flows, In Proceedings of the ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE.