| The power of noise: Redefining retrieval for rag systems F Cuconasu, G Trappolini, F Siciliano, S Filice, C Campagnano, Y Maarek, ... Proceedings of the 47th International ACM SIGIR Conference on Research and …, 2024 | 121 | 2024 |
| Forecasting SYM‐H Index: A Comparison Between Long Short‐Term Memory and Convolutional Neural Networks F Siciliano, G Consolini, R Tozzi, M Gentili, F Giannattasio, P De Michelis Space Weather 19 (2), e2020SW002589, 2021 | 51 | 2021 |
| Concept Distillation in Graph Neural Networks LC Magister, P Barbiero, D Kazhdan, F Siciliano, G Ciravegna, F Silvestri, ... World Conference on Explainable Artificial Intelligence, 233-255, 2023 | 29* | 2023 |
| A data-driven approach to refine predictions of differentiated thyroid cancer outcomes: a prospective multicenter study G Grani, M Gentili, F Siciliano, D Albano, V Zilioli, S Morelli, E Puxeddu, ... The Journal of Clinical Endocrinology & Metabolism 108 (8), 1921-1928, 2023 | 17 | 2023 |
| Leveraging Inter-Rater Agreement for Classification in the Presence of Noisy Labels MS Bucarelli, L Cassano, F Siciliano, A Mantrach, F Silvestri Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 17 | 2023 |
| Deep active learning for misinformation detection using geometric deep learning G Barnabò, F Siciliano, C Castillo, S Leonardi, P Nakov, ... Online Social Networks and Media 33, 100244, 2023 | 15 | 2023 |
| FbMultiLingMisinfo: Challenging Large-Scale Multilingual Benchmark for Misinformation Detection G Barnabò, F Siciliano, C Castillo, S Leonardi, P Nakov, ... 2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022 | 14 | 2022 |
| Investigating the Robustness of Sequential Recommender Systems Against Training Data Perturbations F Betello, F Siciliano, P Mishra, F Silvestri European Conference on Information Retrieval, 205-220, 2024 | 12 | 2024 |
| RRAML: Reinforced Retrieval Augmented Machine Learning A Bacciu, F Cuconasu, F Siciliano, F Silvestri, N Tonellotto, G Trappolini CEUR WORKSHOP PROCEEDINGS 3537, 29--37, 2023 | 12 | 2023 |
| Integrating Item Relevance in Training Loss for Sequential Recommender Systems F Siciliano, A Bacciu, N Tonellotto, F Silvestri Proceedings of the 17th ACM Conference on Recommender Systems, 1114–1119, 2023 | 12 | 2023 |
| Newron: a new generalization of the artificial neuron to enhance the interpretability of neural networks F Siciliano, MS Bucarelli, G Tolomei, F Silvestri 2022 International Joint Conference on Neural Networks (IJCNN), 01-17, 2022 | 10 | 2022 |
| The CAESAR Project for the ASI Space Weather Infrastructure M Laurenza, D Del Moro, T Alberti, R Battiston, S Benella, F Benvenuto, ... Remote Sensing 15 (2), 346, 2023 | 9 | 2023 |
| IR-RAG@ SIGIR24: Information Retrieval's Role in RAG Systems F Petroni, F Siciliano, F Silvestri, G Trappolini Proceedings of the 47th International ACM SIGIR Conference on Research and …, 2024 | 8 | 2024 |
| A Reproducible Analysis of Sequential Recommender Systems F Betello, A Purificato, F Siciliano, G Trappolini, A Bacciu, N Tonellotto, ... IEEE Access, 2024 | 5 | 2024 |
| Mitigating Extreme Cold Start in Graph-based RecSys through Re-ranking A Sbandi, F Siciliano, F Silvestri Proceedings of the 33rd ACM International Conference on Information and …, 2024 | 3 | 2024 |
| Finite Rank-Biased Overlap (FRBO): A New Measure for Stability in Sequential Recommender Systems F Betello, F Siciliano, P Mishra, F Silvestri Proc. of the 14th Italian Information Retrieval Workshop 3802, 78-81, 2022 | 3 | 2022 |
| A graph neural network-based model with Out-of-Distribution Robustness for enhancing Antiretroviral Therapy Outcome Prediction for HIV-1 G Di Teodoro, F Siciliano, V Guarrasi, AM Vandamme, V Ghisetti, ... Computerized Medical Imaging and Graphics 120, 102484, 2025 | 2 | 2025 |
| RobustRecSys@ RecSys2024: Design, Evaluation and Deployment of Robust Recommender Systems V Guarrasi, F Siciliano, F Silvestri Proceedings of the 18th ACM Conference on Recommender Systems, 1265-1269, 2024 | 2 | 2024 |
| Human-in-the-Loop Personalized Counterfactual Recourse C Abrate, F Siciliano, F Bonchi, F Silvestri World Conference on Explainable Artificial Intelligence, 18-38, 2024 | 2 | 2024 |
| Adversarial data poisoning for fake news detection: How to make a model misclassify a target news without modifying it F Siciliano, L Maiano, L Papa, F Baccini, I Amerini, F Silvestri Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023 | 2 | 2023 |
Fabrizio SilvestriSapienza, University of RomeOverená e-mailová adresa na: uniroma1.it