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FOLINO, GIANLUIGI

FOLINO, GIANLUIGI  

Istituto di Calcolo e Reti ad Alte Prestazioni - ICAR  

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Risultati 1 - 20 di 128 (tempo di esecuzione: 0.04 secondi).
Titolo Data di pubblicazione Autore(i) File
Discovering ensembles of small language models out of scarcely labelled data for fake news detection 1-gen-2025 Folino, G.; Guarascio, M.; Pontieri, L.; Zicari, P.
Explainable Process Deviance Discovery with Data-Efficient Deep Learning 1-gen-2025 Folino, F.; Folino, G.; Guarascio, M.; Pontieri, L.
The force of few: boosting deviance detection in data scarcity scenarios through self-supervised learning and pattern-based encoding 1-gen-2025 Folino, Francesco; Folino, Gianluigi; Guarascio, Massimo; Pontieri, Luigi
A Scalable Vertical Federated Learning Framework for Analytics in the Cybersecurity Domain 1-gen-2024 Folino, F.; Folino, G.; Pisani, F. S.; Sabatino, P.; Pontieri, L.
Data- & compute-efficient deviance mining via active learning and fast ensembles 1-gen-2024 Folino, Francesco; Folino, Gianluigi; Guarascio, Massimo; Pontieri, Luigi
Efficiently approaching vertical federated learning by combining data reduction and conditional computation techniques 1-gen-2024 Folino, F.; Folino, G.; Pisani, F. S.; Pontieri, L.; Sabatino, P.
Towards Data- and Compute-Efficient Fake-News Detection: An Approach Combining Active Learning and Pre-Trained Language Models 1-gen-2024 Folino, F.; Folino, G.; Guarascio, M.; Pontieri, L.; Zicari, P.
An ensemble-based framework for user behaviour anomaly detection and classification for cybersecurity 1-gen-2023 Folino, Gianluigi; Otranto Godano, Carla; Pisani, Francesco Sergio
An Explainable Deep Ensemble Framework for Intelligent Ticket Management 1-gen-2023 Folino, Gianluigi; Guarascio, Massimo; Pontieri, Luigi; Zicari, Paolo
Data-Efficient Deep Learning Approach for Explainable Process Deviance Discovery 1-gen-2023 Folino, Francesco; Folino, Gianluigi; Guarascio, Massimo; Pontieri, Luigi
Explainable Process Deviance Discovery with Data-Efficient Deep Learning 1-gen-2023 Folino, Francesco; Folino, Gianluigi; Guarascio, Massimo; Pontieri, Luigi
Fighting Misinformation, Radicalization and Bias in Social Media 1-gen-2023 Coppolillo, Erica; Comito, Carmela; Minici, Marco; Ritacco, Ettore; Folino, Gianluigi; Pisani, FRANCESCO SERGIO; Guarascio, Massimo; Manco, Giuseppe
Learning Deep Fake-News Detectors from Scarcely-Labelled News Corpora 1-gen-2023 Zicari, P.; Guarascio, M.; Pontieri, L.; Folino, G.
Learning ensembles of deep neural networks for extreme rainfall event detection 1-gen-2023 Folino, Gianluigi; Guarascio, Massimo; Chiaravalloti, Francesco
A Scalable Architecture Exploiting Elastic Stack and Meta Ensemble of Classifiers for Profiling User Behaviour 1-gen-2022 Gianluigi Folino;Carla Otranto Godano;Francesco Sergio Pisani
A Scalable Ensemble-based Framework to Analyse Users' Digital Footprints for Cybersecurity 1-gen-2022 Gianluigi Folino;Carla Otranto Godano;Francesco Sergio Pisani
Combining Active Learning and Fast DNN Ensembles for Process Deviance Discovery 1-gen-2022 Folino, Francesco; Folino, Gianluigi; Guarascio, Massimo; Pontieri, Luigi
Combining deep ensemble learning and explanation for intelligent ticket management 1-gen-2022 Zicari, P; Folino, G; Guarascio, M; Pontieri, L
Semi-Supervised Discovery of DNN-Based Outcome Predictors from Scarcely-Labeled Process Logs 1-gen-2022 Folino, Francesco; Folino, Gianluigi; Guarascio, Massimo; Pontieri, Luigi
Strumenti Intelligenti per Threat Detection e Response 1-gen-2022 Pisani, FRANCESCO SERGIO; Biasotti, Silvia; Cassavia, Nunziato; Caviglione, Luca; Folino, Gianluigi; Guarascio, Massimo; Manco, Giuseppe; Zuppelli, Marco