| Robustness and resilience of complex networks O Artime, M Grassia, M De Domenico, JP Gleeson, HA Makse, ... Nature Reviews Physics 6 (2), 114-131, 2024 | 162 | 2024 |
| Machine learning dismantling and early-warning signals of disintegration in complex systems M Grassia, M De Domenico, G Mangioni Nature Communications 12 (1), 5190, 2021 | 96* | 2021 |
| Insights into countries’ exposure and vulnerability to food trade shocks from network-based simulations M Grassia, G Mangioni, S Schiavo, S Traverso Scientific Reports 12 (1), 4644, 2022 | 30 | 2022 |
| Learning fine-grained search space pruning and heuristics for combinatorial optimization J Lauri, S Dutta, M Grassia, D Ajwani Journal of Heuristics 29 (2), 313-347, 2023 | 24 | 2023 |
| mGNN: Generalizing the graph neural networks to the multilayer case M Grassia, M De Domenico, G Mangioni arXiv preprint arXiv:2109.10119, 2021 | 19 | 2021 |
| Network robustness improvement via long-range links V Carchiolo, M Grassia, A Longheu, M Malgeri, G Mangioni Computational Social Networks 6, 1-16, 2019 | 18 | 2019 |
| wsGAT: weighted and signed graph attention networks for link prediction M Grassia, G Mangioni Complex Networks & Their Applications X: Volume 1, Proceedings of the Tenth …, 2022 | 16 | 2022 |
| Learning multi-stage sparsification for maximum clique enumeration M Grassia, J Lauri, S Dutta, D Ajwani arXiv preprint arXiv:1910.00517, 2019 | 15 | 2019 |
| Co-authorship networks analysis to discover collaboration patterns among Italian researchers V Carchiolo, M Grassia, M Malgeri, G Mangioni Future Internet 14 (6), 187, 2022 | 13 | 2022 |
| Link prediction in time varying social networks V Carchiolo, C Cavallo, M Grassia, M Malgeri, G Mangioni Information 13 (3), 123, 2022 | 12 | 2022 |
| (Unintended) Consequences of export restrictions on medical goods during the Covid-19 pandemic M Grassia, G Mangioni, S Schiavo, S Traverso Journal of Complex Networks 10 (1), cnab045, 2022 | 11 | 2022 |
| Efficient Node PageRank Improvement via Link Building using Geometric Deep Learning V Carchiolo, M Grassia, A Longheu, M Malgeri, G Mangioni ACM Transactions on Knowledge Discovery from Data (TKDD), 2022 | 9 | 2022 |
| CoreGDM: geometric deep learning network decycling and dismantling M Grassia, G Mangioni International Workshop on Complex Networks, 86-94, 2023 | 8 | 2023 |
| A network-based analysis of a worksite canteen dataset V Carchiolo, M Grassia, A Longheu, M Malgeri, G Mangioni Big Data and Cognitive Computing 5 (1), 11, 2021 | 8 | 2021 |
| Exploiting long distance connections to strengthen network robustness V Carchiolo, M Grassia, A Longheu, M Malgeri, G Mangioni Internet and Distributed Computing Systems: 11th International Conference …, 2018 | 7 | 2018 |
| Long distance in-links for ranking enhancement V Carchiolo, M Grassia, A Longheu, M Malgeri, G Mangioni Intelligent Distributed Computing XII, 3-10, 2018 | 6 | 2018 |
| Climbing ranking position via long-distance backlinks V Carchiolo, M Grassia, A Longheu, M Malgeri, G Mangioni Internet and Distributed Computing Systems: 11th International Conference …, 2018 | 5 | 2018 |
| Correlation between researchers’ centrality and h-index: a case study V Carchiolo, M Grassia, M Malgeri, G Mangioni Intelligent Distributed Computing XV, 2022 | 4 | 2022 |
| Preliminary characterization of Italian academic scholars by their bibliometrics V Carchiolo, M Grassia, M Malgeri, G Mangioni International Symposium on Intelligent and Distributed Computing, 343-354, 2021 | 4 | 2021 |
| Geometric deep learning graph pruning to speed-up the run-time of maximum clique enumerarion algorithms A Arciprete, V Carchiolo, D Chiavetta, M Grassia, M Malgeri, G Mangioni International Conference on Complex Networks and Their Applications, 415-425, 2022 | 3 | 2022 |
Giuseppe MangioniAssociate Professor, University of Catania, ItalyVerificeret mail på unict.it