Pubblicazioni di Siciliano Federico

2025

Betello Filippo, Purificato Antonio, Siciliano Federico, Trappolini Giovanni, Bacciu Andrea, Tonellotto Nicola, Silvestri Fabrizio

A Reproducible Analysis of Sequential Recommender Systems. IEEE ACCESS 2025: 5762-5772

Siciliano Federico, Maiano Luca, Papa Lorenzo, Baccini Federica, Amerini Irene, Silvestri Fabrizio

Adversarial Data Poisoning for Fake News Detection: How to Make a Model Misclassify a Target News Without Modifying it. Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2025: 525-530

2024

Movin Maria, Siciliano Federico, Ferreira Rui, Silvestri Fabrizio, Tolomei Gabriele

Consistent Counterfactual Explanations via Anomaly Control and Data Coherence. IEEE TRANSACTIONS ON ARTIFICIAL INTELLIGENCE 2024: 1-10

Betello Filippo, Siciliano Federico, Mishra Pushkar, Silvestri Fabrizio

Investigating the Robustness of Sequential Recommender Systems Against Training Data Perturbations. ECIR 2024: Advances in Information Retrieval 2024: 205-220

Sbandi Alessandro, Siciliano Federico, Silvestri Fabrizio

Mitigating Extreme Cold Start in Graph-based RecSys through Re-ranking. CIKM '24: Proceedings of the 33rd ACM International Conference on Information and Knowledge Management 2024: 4844-4851

Cuconasu Florin, Trappolini Giovanni, Siciliano Federico, Filice Simone, Campagnano Cesare, Maarek Yoelle, Tonellotto Nicola, Silvestri Fabrizio

Rethinking Relevance: How Noise and Distractors Impact Retrieval-Augmented Generation. Proceedings of the 14th Italian Information Retrieval Workshop (IIR 2024) 2024: 95-98

Cuconasu Florin, Trappolini Giovanni, Siciliano Federico, Filice Simone, Campagnano Cesare, Maarek Yoelle, Tonellotto Nicola, Silvestri Fabrizio

The Power of Noise: Redefining Retrieval for RAG Systems. SIGIR '24: Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval 2024: 719-729

2023

Grani Giorgio, Gentili Michele, Siciliano Federico, Albano Domenico, Zilioli Valentina, Morelli Silvia, Puxeddu Efisio, Zatelli MARIA CHIARA, Gagliardi Irene, Piovesan Alessandro, Nervo Alice, Crocetti Umberto, Massa Michela, Teresa Samà Maria, Mele Chiara, Deandrea Maurilio, Fugazzola Laura, Puligheddu Barbara, Antonelli Alessandro, Rossetto Ruth, D’Amore Annamaria, Ceresini Graziano, Castello Roberto, Solaroli Erica, Centanni Marco, Monti Salvatore, Magri Flavia, Bruno Rocco, Sparano Clotilde, Pezzullo Luciano, Crescenzi Anna, Mian Caterina, Tumino Dario, Repaci Andrea, Grazia Castagna Maria, Triggiani Vincenzo, Porcelli Tommaso, Meringolo Domenico, Locati Laura, Spiazzi Giovanna, Di Dalmazi Giulia, Anagnostopoulos Aristidis, Leonardi Stefano, Filetti Sebastiano, Durante Cosimo

A Data-Driven Approach to Refine Predictions of Differentiated Thyroid Cancer Outcomes: A Prospective Multicenter Study. THE JOURNAL OF CLINICAL ENDOCRINOLOGY AND METABOLISM 2023: -

DI TEODORO Giulia, Siciliano Federico, Guarrasi Valerio, Vandamme Anne-Mieke, Ghisetti Valeria, Sönnerborg Anders, Zazzi Maurizio, Silvestri Fabrizio, Palagi Laura

A graph neural network-based model with Out-of-Distribution Robustness for enhancing Antiretroviral Therapy Outcome Prediction for HIV-1. 2023: -

Charlotte Magister Lucie, Barbiero Pietro, Kazhdan Dmitry, Siciliano Federico, Ciravegna Gabriele, Silvestri Fabrizio, Jamnik Mateja, Liò Pietro

Concept Distillation in Graph Neural Networks. World Conference on Explainable Artificial Intelligence 2023: -

Barnabò Giorgio, Siciliano Federico, Castillo Carlos, Leonardi Stefano, Nakov Preslav, Da San Martino Giovanni, Silvestri Fabrizio

Deep active learning for misinformation detection using geometric deep learning. ONLINE SOCIAL NETWORKS AND MEDIA 2023: 100244-

Bacciu Andrea, Siciliano Federico, Tonellotto Nicola, Silvestri Fabrizio

Integrating Item Relevance in Training Loss for Sequential Recommender Systems. RecSys '23: Proceedings of the 17th ACM Conference on Recommender Systems 2023: -

Bucarelli MARIA SOFIA, Cassano Lucas, Siciliano Federico, Mantrach Amin, Silvestri Fabrizio

Leveraging Inter-Rater Agreement for Classification in the Presence of Noisy Labels. 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2023: 3439-3448

Bacciu A., Cuconasu F., Siciliano F., Silvestri F., Tonellotto N., Trappolini G.

RRAML: Reinforced Retrieval Augmented Machine Learning. 2023: 29-37

Laurenza Monica, DEL MORO Dario, Alberti Tommaso, Battiston Roberto, Benella Simone, Benvenuto F., Berrilli Francesco, Bertello I., Bertucci Bruna, Biasiotti L., Campi Cristina, Carbone Vincenzo, Casolino M., Cecchi Pestellini C., Chiappetta Federica, Coco I., Colombo S., Consolini Giuseppe, D'Amicis Raffaella, de Gasperis Giancarlo, De Marco R., Del Corpo Alfredo, Diego Piero, Di Felice Valeria, Di Fino L., Di Geronimo C., Faldi F., Ferrente Fabiana, Feruglio C., Fiandrini E., Fiore Fabrizio, Foldes Raffaello, Formato Valerio, Francisco G., Giannattasio Fabio, Giardino Marco, Giobbi P., Giovannelli Luca, Giusti M., Gorgi A., Heilig Balázs, Iafrate Giulia, Ivanovski S. L., Jerse G., Korsos M. B., Lepreti Fabio, Locci D., Magnafico Carmelo, Mangano V., Marcucci M. F., Martucci M., Massetti Stefano, Micela G., Milillo Anna, Miteva Rositsa, Molinaro M., Mugatwala R., Mura A., Napoletano G., Narici L., Neubüser , Nisticò G., Pauluzzi M., Perfetti Alessandro, Perri S., Petralia Antonino, Pezzopane Michael, Piersanti Mirko, Pietropaolo Ermanno, Pignalberi Alessio, Plainaki C., Polenta G., Primavera Leonardo, Romoli Giulia, Rossi M., Santarelli Lucia, Santi Amantini G., Siciliano Federico, Sindoni Giuseppe, Spadoni S., Sparvoli Roberta, Stumpo M., Tomassetti Nicola, Tozzi Roberta, Vagelli Valerio, Vasantharaju N, Vecchio Antonio, Vellante M., Vernetto S., Francesco Vigorito Carlo, West Matthew, Zimbardo Gaetano, Zucca P., Zuccarello Francesca, Zuccon Paolo

The CAESAR Project for the ASI Space Weather Infrastructure. REMOTE SENSING 2023: 346-

2022

Siciliano Federico, Consolini Giuseppe, Giannattasio Fabio

Comparing long short-term memory and convolutional neural networks in {SYM}-H index forecasting. EGU22 2022: -

Barnabò Giorgio, Siciliano Federico, Carlos Castillo, Leonardi Stefano, Nakov Preslav, Da San Martino Giovanni, Silvestri Fabrizio

FbMultiLingMisinfo: Challenging Large-Scale Multilingual Benchmark for Misinformation Detection. 2022 International Joint Conference on Neural Networks (IJCNN) 2022: 1-8

Greco Francesca, Polli Alessandro, Siciliano Federico

Leveraging Deep Learning models to assess the temporal validity of Emotional Text Mining procedures. JADT 2022 Proceedings: 16th International Conference on Statistical Analysis of Textual Data 2022: 475-481

Siciliano Federico, Bucarelli Maria Sofia, Tolomei Gabriele, Silvestri Fabrizio

NEWRON: A New Generalization of the Artificial Neuron to Enhance the Interpretability of Neural Networks. 2022 International Joint Conference on Neural Networks (IJCNN) 2022: 01-17

2021

Siciliano F., Consolini G., Tozzi R., Gentili M., Giannattasio F., De Michelis P.

Forecasting SYM‐H Index: A Comparison Between Long Short‐Term Memory and Convolutional Neural Networks. SPACE WEATHER 2021: -

2016

Tozzi Roberta, Pezzopane Michael, De Michelis Paola, Pignalberi Alessio, Siciliano Federico

Reconstruction of F-Region Electric Current Densities from more than 2 Years of Swarm Satellite Magnetic data. AGU Fall Meeting Abstracts 2016: -