| A secure and privacy preserved infrastructure for VANETs based on federated learning with local differential privacy H Batool, A Anjum, A Khan, S Izzo, C Mazzocca, G Jeon Information Sciences 652, 119717, 2024 | 35 | 2024 |
| Revealing influence of meteorological conditions on air quality prediction using explainable deep learning Y Yang, G Mei, S Izzo IEEE Access 10, 50755-50773, 2022 | 30 | 2022 |
| Physics-informed neural networks approach for 1D and 2D Gray-Scott systems F Giampaolo, M De Rosa, P Qi, S Izzo, S Cuomo Advanced Modeling and Simulation in Engineering Sciences 9 (1), 5, 2022 | 27 | 2022 |
| Predictive medicine for salivary gland tumours identification through deep learning E Prezioso, S Izzo, F Giampaolo, F Piccialli, GDA Orabona, R Cuocolo, ... IEEE Journal of Biomedical and Health Informatics 26 (10), 4869-4879, 2021 | 22 | 2021 |
| Solving groundwater flow equation using physics-informed neural networks S Cuomo, M De Rosa, F Giampaolo, S Izzo, VS Di Cola Computers & Mathematics with Applications 145, 106-123, 2023 | 15 | 2023 |
| Classification of urban functional zones through deep learning S Izzo, E Prezioso, F Giampaolo, V Mele, V Di Somma, G Mei Neural Computing and Applications 34 (9), 6973-6990, 2022 | 12 | 2022 |
| A physics-informed learning approach to Bernoulli-type free boundary problems S Cuomo, F Giampaolo, S Izzo, C Nitsch, F Piccialli, C Trombetti Computers & Mathematics with Applications 128, 34-43, 2022 | 10 | 2022 |
| Investigating random variations of the forward-forward algorithm for training neural networks F Giampaolo, S Izzo, E Prezioso, F Piccialli 2023 International Joint Conference on Neural Networks (IJCNN), 1-7, 2023 | 8 | 2023 |
| Insight extraction from e-Health bookings by means of Hypergraph and Machine Learning VS Di Cola, D Chiaro, E Prezioso, S Izzo, F Giampaolo IEEE Journal of Biomedical and Health Informatics 27 (10), 4649-4659, 2023 | 8 | 2023 |
| Statistics-Physics-Based Interpretation of the Classification Reliability of Convolutional Neural Networks in Industrial Automation Domain K Wang, Z Chen, M Zhu, SM Yiu, CM Chen, MM Hassan, S Izzo, G Fortino IEEE Transactions on Industrial Informatics 19 (2), 2165-2172, 2022 | 8 | 2022 |
| Speckle noise removal via learned variational models S Cuomo, M De Rosa, S Izzo, F Piccialli, M Pragliola Applied Numerical Mathematics 200, 162-178, 2024 | 5 | 2024 |
| Synthetic and privacy-preserving traffic trace generation using generative AI models for training Network Intrusion Detection Systems G Aceto, F Giampaolo, C Guida, S Izzo, A Pescapè, F Piccialli, E Prezioso Journal of Network and Computer Applications, 103926, 2024 | 4 | 2024 |
| Synthetic and privacy-preserving traffic trace generation using generative ai models for training network intrusion detection systems A Giuseppe, F Giampaolo, C Guida, S Izzo, A Pescape, F Piccialli, ... Available at SSRN 4669010, 2024 | 4 | 2024 |
| GRAPHITE—Generative Reasoning and Analysis for Predictive Handling in Traffic Efficiency F Piccialli, M Canzaniello, D Chiaro, S Izzo, P Qi Information Fusion 106, 102265, 2024 | 3 | 2024 |
| On the Dynamics of Non-IID Data in Federated Learning and High-Performance Computing D Annunziata, M Canzaniello, D Chiaro, S Izzo, M Savoia, F Piccialli 2024 32nd Euromicro International Conference on Parallel, Distributed and …, 2024 | 2 | 2024 |
| Integrating Object Detection and Advanced Analytics for Smart City Crowd Management E Prezioso, F Giampaolo, S Izzo, M Savoia, F Piccialli 2023 IEEE International Conference on Networking, Sensing and Control (ICNSC …, 2023 | 2 | 2023 |
| Real-Time Anonymization of Sensitive Personal Data Using a Service-Based Architecture F Giampaolo, S Izzo, S Siccardi, A Polimeno, V Bellandi, F Piccialli 2023 IEEE International Conference on Web Services (ICWS), 701-703, 2023 | 2 | 2023 |
| Deep Learning for the Approximation of a Shape Functional F Calabrò, S Cuomo, F Giampaolo, S Izzo, C Nitsch, F Piccialli, ... arXiv preprint arXiv:2110.02112, 2021 | 2 | 2021 |
| Coupling constrained-based flux sampling and clustering to tackle cancer metabolic heterogeneity BG Galuzzi, S Izzo, F Giampaolo, S Cuomo, ME Vanoni, L Alberghina, ... 2023 31st Euromicro International Conference on Parallel, Distributed and …, 2023 | 1 | 2023 |
| Cut the peaches: image segmentation for utility pattern mining in food processing D Chiaro, E Prezioso, S Izzo, F Giampaolo, S Cuomo, F Piccialli 2022 IEEE International Conference on Data Mining Workshops (ICDMW), 497-506, 2022 | 1 | 2022 |
