PONTIERI, LUIGI
PONTIERI, LUIGI
Istituto di Calcolo e Reti ad Alte Prestazioni - ICAR
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
Combining deep ensemble learning and explanation for intelligent ticket management
2022 Zicari, P; Folino, G; Guarascio, M; Pontieri, L
Process Mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation
2022 Fazzinga, B; Flesca, S; Furfaro, F; Pontieri, L
Semi-Supervised Discovery of DNN-Based Outcome Predictors from Scarcely-Labeled Process Logs
2022 Folino, Francesco; Folino, Gianluigi; Guarascio, Massimo; Pontieri, Luigi
AI-Empowered Process Mining for Complex Application Scenarios: Survey and Discussion
2021 Folino, Francesco; 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
A GP-based ensemble classification framework for time-changing streams of intrusion detection data
2020 Gianluigi Folino;Francesco Sergio Pisani;Luigi Pontieri
An ensemble-based approach to the security-oriented classification of low-level log traces
2020 Fazzinga, Bettina; Folino, FRANCESCO PAOLO; Furfaro, Filippo; Pontieri, Luigi
Predictive monitoring of temporally-aggregated performance indicators of business processes against low-level streaming events
2019 Cuzzocrea, A; Folino, F; Guarascio, M; Pontieri, L
Deviance-Aware Discovery of High-Quality Process Models
2018 Cuzzocrea, Alfredo; Folino, Francesco; Guarascio, Massimo; Pontieri, Luigi
Efficiently interpreting traces of low level events in business process logs
2018 Bettina Fazzinga; Sergio Flesca; Filippo Furfaro; Elio Masciari; Luigi Pontieri
Online and offline classification of traces of event logs on the basis of security risks
2018 Fazzinga B.; Flesca S.; Furfaro F.; Pontieri L.
A ROBUST AND VERSATILE MULTI-VIEW LEARNING FRAMEWORK FOR THE DETECTION OF DEVIANT BUSINESS PROCESS INSTANCES
2016 Cuzzocrea, A; Folino, F; Guarascio, M; Pontieri, L
Process discovery under precedence constraints
2015 Greco, G; Guzzo, A; Lupia, F; Pontieri, L
Methods and techniques for discovering taxonomies of behavioral process models
2013 Folino, FRANCESCO PAOLO; Greco, Gianluigi; Guzzo, Antonella; Pontieri, Luigi
Mining Usage Scenarios in Business Processes: Outlier-Aware Discovery and Run-Time Prediction
2011 Folino, FRANCESCO PAOLO; Gianluigi, Greco; Antonella, Guzzo; Pontieri, Luigi
Co-Clustering Multiple Heterogeneous Domains: Linear Combinations and Agreements
2010 Gianluigi Greco; Luigi Pontieri; Antonella Guzzo