FOLINO, GIANLUIGI
FOLINO, GIANLUIGI
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
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
Learning ensembles of deep neural networks for extreme rainfall event detection
2023 Folino, Gianluigi; Guarascio, Massimo; Chiaravalloti, Francesco
A Scalable Ensemble-based Framework to Analyse Users' Digital Footprints for Cybersecurity
2022 Gianluigi Folino;Carla Otranto Godano;Francesco Sergio Pisani
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
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 SayyedAhmad NaghaviNozad;Maryam Amir Haeri;Gianluigi Folino
A GP-based ensemble classification framework for time-changing streams of intrusion detection data
2020 Gianluigi Folino;Francesco Sergio Pisani;Luigi Pontieri
A Machine Learning Approach for Rainfall Estimation Integrating Heterogeneous Data Sources
2020 Guarascio, M; Folino, G; Chiaravalloti, F; Gabriele, S; Procopio, A; Sabatino, P
Using Deep Learning and Data Integration for Accurate Rainfall Estimates
2020 Folino, Gianluigi; Guarascio, Massimo; Chiaravalloti, Francesco; Gabriele, Salvatore
Exploiting fractal dimension and a distributed evolutionary approach to classify data streams with concept drifts
2019 Gianluigi Folino;Massimo Guarascio;Giuseppe Papuzzo
Special Issue on Evolutionary Multi-objective Optimization and Applications in Big Data
2018 Folino, Gianluigi; A Trunfio, Giuseppe
Statistical genetic programming for symbolic regression
2017 Amir Haeri M.; Ebadzadeh M.M.; Folino G.
Ensemble based collaborative and distributed intrusion detection systems: A survey
2016 Gianluigi Folino; Pietro Sabatino
Evolving meta-ensemble of classifiers for handling incomplete and unbalanced datasets in the cyber security domain
2016 Gianluigi Folino; Francesco Sergio Pisani
Improving GP generalization: a variance-based layered learning approach
2015 Amir Haeri, Maryam; Ebadzadeh Mohammad, Mehdi; Folino, Gianluigi
Automatic offloading of mobile applications into the cloud by means of genetic programming
2014 Folino, Gianluigi; Pisani, Francesco Sergio
Using Bayesian networks for selecting classifiers in GP ensembles
2014 De Stefano, Claudio; Folino, Gianluigi; Fontanella, Francesco; Scotto Di Freca, Alessandra Scotto