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FOLINO, FRANCESCO PAOLO

FOLINO, FRANCESCO PAOLO  

Istituto di Calcolo e Reti ad Alte Prestazioni - ICAR  

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Titolo Data di pubblicazione Autore(i) File
Generating multiperspective process traces using conditional variational autoencoders 1-gen-2025 Graziosi, Riccardo; Ronzani, Massimiliano; Buliga, Andrei; Di Francescomarino, Chiara; Folino, Francesco; Ghidini, Chiara; Meneghello, Francesca; Pontieri, Luigi
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
Toward trustworthy and sustainable clinical decision support by training ensembles of specialized logistic regressors 1-gen-2025 Cuzzocrea, Alfredo; Folino, Francesco; Pontieri, Luigi; Sabatino, Pietro; Samami, Maryam
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.
Semi-Supervised Discovery of DNN-Based Outcome Predictors from Scarcely-Labeled Process Logs 1-gen-2022 Folino, Francesco; Folino, Gianluigi; Guarascio, Massimo; Pontieri, Luigi
AI-Empowered Process Mining for Complex Application Scenarios: Survey and Discussion 1-gen-2021 Folino, Francesco; 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
An ensemble-based approach to the security-oriented classification of low-level log traces 1-gen-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 1-gen-2019 Cuzzocrea, A; Folino, F; Guarascio, M; Pontieri, L
Deviance-Aware Discovery of High-Quality Process Models 1-gen-2018 Cuzzocrea, Alfredo; Folino, Francesco; Guarascio, Massimo; Pontieri, Luigi
A ROBUST AND VERSATILE MULTI-VIEW LEARNING FRAMEWORK FOR THE DETECTION OF DEVIANT BUSINESS PROCESS INSTANCES 1-gen-2016 Cuzzocrea, A; Folino, F; Guarascio, M; Pontieri, L
A recommendation engine for disease prediction 1-gen-2015 Folino, F; Pizzuti, C
An Evolutionary Multiobjective Approach for Community Discovery in Dynamic Networks 1-gen-2014 Folino, Francesco; Pizzuti, Clara
Methods and techniques for discovering taxonomies of behavioral process models 1-gen-2013 Folino, FRANCESCO PAOLO; Greco, Gianluigi; Guzzo, Antonella; Pontieri, Luigi
Mining Usage Scenarios in Business Processes: Outlier-Aware Discovery and Run-Time Prediction 1-gen-2011 Folino, FRANCESCO PAOLO; Gianluigi, Greco; Antonella, Guzzo; Pontieri, Luigi
Boosting Text Segmentation via Progressive Classification 1-gen-2008 Cesario Eugenio; Folino Francesco Paolo; Locane Antonio; Manco Giuseppe; Ortale Riccardo