FOLINO, GIANLUIGI
FOLINO, GIANLUIGI
Istituto di Calcolo e Reti ad Alte Prestazioni - ICAR
A Scalable Vertical Federated Learning Framework for Analytics in the Cybersecurity Domain
2024 Folino, F.; Folino, G.; Pisani, F. S.; Sabatino, P.; Pontieri, L.
Data- & compute-efficient deviance mining via active learning and fast ensembles
2024 Folino, Francesco; Folino, Gianluigi; Guarascio, Massimo; Pontieri, Luigi
Efficiently approaching vertical federated learning by combining data reduction and conditional computation techniques
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
2024 Folino, F.; Folino, G.; Guarascio, M.; Pontieri, L.; Zicari, P.
An Explainable Deep Ensemble Framework for Intelligent Ticket Management
2023 Folino, Gianluigi; Guarascio, Massimo; Pontieri, Luigi; Zicari, Paolo
Data-Efficient Deep Learning Approach for Explainable Process Deviance Discovery
2023 Folino, Francesco; Folino, Gianluigi; Guarascio, Massimo; Pontieri, Luigi
Explainable Process Deviance Discovery with Data-Efficient Deep Learning
2023 Folino, Francesco; Folino, Gianluigi; Guarascio, Massimo; Pontieri, Luigi
Fighting Misinformation, Radicalization and Bias in Social Media
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
2023 Zicari, P.; Guarascio, M.; Pontieri, L.; Folino, G.
Learning ensembles of deep neural networks for extreme rainfall event detection
2023 Folino, Gianluigi; Guarascio, Massimo; Chiaravalloti, Francesco
A Scalable Architecture Exploiting Elastic Stack and Meta Ensemble of Classifiers for Profiling User Behaviour
2022 Gianluigi Folino;Carla Otranto Godano;Francesco Sergio Pisani
A Scalable Ensemble-based Framework to Analyse Users' Digital Footprints for Cybersecurity
2022 Gianluigi Folino;Carla Otranto Godano;Francesco Sergio Pisani
Combining Active Learning and Fast DNN Ensembles for Process Deviance Discovery
2022 Folino, Francesco; Folino, Gianluigi; Guarascio, Massimo; Pontieri, Luigi
Combining deep ensemble learning and explanation for intelligent ticket management
2022 Zicari, P; Folino, G; Guarascio, M; Pontieri, L
Semi-Supervised Discovery of DNN-Based Outcome Predictors from Scarcely-Labeled Process Logs
2022 Folino, Francesco; Folino, Gianluigi; Guarascio, Massimo; Pontieri, Luigi
Strumenti Intelligenti per Threat Detection e Response
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
2021 Zicari, Paolo; Folino, Gianluigi; Guarascio, Massimo; Pontieri, Luigi
On learning effective ensembles of deep neural networks for intrusion detection
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
2021 Naghavinozad, Sayyedahmad; Amir Haeri, Maryam; Folino, Gianluigi
A GP-based ensemble classification framework for time-changing streams of intrusion detection data
2020 Folino, Gianluigi; Sergio Pisani, Francesco; Pontieri, Luigi
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| 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 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 | |
| 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 | Naghavinozad, Sayyedahmad; Amir Haeri, Maryam; Folino, Gianluigi | |
| A GP-based ensemble classification framework for time-changing streams of intrusion detection data | 1-gen-2020 | Folino, Gianluigi; Sergio Pisani, Francesco; Pontieri, Luigi |