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FOLINO, GIANLUIGI

FOLINO, GIANLUIGI  

Istituto di Calcolo e Reti ad Alte Prestazioni - ICAR  

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Titolo Data di pubblicazione Autore(i) File
Data- & compute-efficient deviance mining via active learning and fast ensembles 1-gen-2024 Folino, Francesco; Folino, Gianluigi; Guarascio, Massimo; Pontieri, Luigi
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 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 Erica Coppolillo; Carmela Comito; Marco Minici; Ettore Ritacco; Gianluigi Folino; Francesco Sergio Pisani; Massimo Guarascio; Giuseppe Manco
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 Francesco Folino; Gianluigi Folino; Massimo Guarascio; Luigi Pontieri
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
Discovering accurate deep learning based predictive models for automatic customer support ticket classification 1-gen-2021 Zicari, Paolo; Folino, Gianluigi; Guarascio, Massimo; Pontieri, Luigi
On learning effective ensembles of deep neural networks for intrusion detection 1-gen-2021 Folino, Francesco; Folino, Gianluigi; Guarascio, Massimo; Pisani, FRANCESCO SERGIO; Pontieri, Luigi
SDCOR: Scalable density-based clustering for local outlier detection in massive-scale datasets 1-gen-2021 SayyedAhmad NaghaviNozad;Maryam Amir Haeri;Gianluigi Folino
A GP-based ensemble classification framework for time-changing streams of intrusion detection data 1-gen-2020 Gianluigi Folino;Francesco Sergio Pisani;Luigi Pontieri
A Machine Learning Approach for Rainfall Estimation Integrating Heterogeneous Data Sources 1-gen-2020 Guarascio, M; Folino, G; Chiaravalloti, F; Gabriele, S; Procopio, A; Sabatino, P
A Multi-View Ensemble of Deep Models for the Detection of Deviant Process Instances 1-gen-2020 Francesco Folino; Gianluigi Folino; Massimo Guarascio; Luigi Pontieri