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GUARASCIO, MASSIMO

GUARASCIO, MASSIMO  

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
Movie tag prediction: An extreme multi-label multi-modal transformer-based solution with explanation 1-gen-2024 Guarascio, Massimo; Minici, Marco; Pisani, FRANCESCO SERGIO; De Francesco, Erika; Lambardi, Pasquale
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.
A Deep Anomaly Detection System for IoT-Based Smart Buildings 1-gen-2023 Cicero, Simona; Guarascio, Massimo; Guerrieri, Antonio; Mungari, Simone
A Federated Approach for Detecting Data Hidden in Icons of Mobile Applications Delivered via Web and Multiple Stores 1-gen-2023 Nunziato Cassavia; Luca Caviglione; Massimo Guarascio; Angelica Liguori; Giuseppe Manco; Marco Zuppelli
An Explainable Deep Ensemble Framework for Intelligent Ticket Management 1-gen-2023 Folino, Gianluigi; Guarascio, Massimo; Pontieri, Luigi; Zicari, Paolo
Emerging Challenges and Perspectives in Deep Learning Model Security: A Brief Survey 1-gen-2023 Luca Caviglione; Carmela Comito; Massimo Guarascio; Giuseppe Manco
Learning autoencoder ensembles for detecting malware hidden communications in IoT ecosystems 1-gen-2023 Cassavia, Nunziato; Caviglione, Luca; Guarascio, Massimo; Liguori, Angelica; Zuppelli, Marco
Learning ensembles of deep neural networks for extreme rainfall event detection 1-gen-2023 Folino, Gianluigi; Guarascio, Massimo; Chiaravalloti, Francesco
Neuro-Symbolic AI for Compliance Checking of Electrical Control Panels 1-gen-2023 Barbara, Vito; Guarascio, Massimo; Leone, Nicola; Manco, Giuseppe; Quarta, Alessandro; Ricca, Francesco; Ritacco, Ettore
Boosting Cyber-Threat Intelligence via Collaborative Intrusion Detection 1-gen-2022 Guarascio, Massimo; Cassavia, Nunziato; Pisani, Francesco Sergio; Manco, Giuseppe
Combining deep ensemble learning and explanation for intelligent ticket management 1-gen-2022 Zicari, P; Folino, G; Guarascio, M; Pontieri, L
Detection of Steganographic Threats Targeting Digital Images in Heterogeneous Ecosystems Through Machine Learning 1-gen-2022 Cassavia, N; Caviglione, L; Guarascio, M; Manco, G; Zuppelli, Marco
Semi-Supervised Discovery of DNN-Based Outcome Predictors from Scarcely-Labeled Process Logs 1-gen-2022 Folino, Francesco; 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
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
Using Deep Learning and Data Integration for Accurate Rainfall Estimates 1-gen-2020 Folino, Gianluigi; Guarascio, Massimo; Chiaravalloti, Francesco; Gabriele, Salvatore
Exploiting fractal dimension and a distributed evolutionary approach to classify data streams with concept drifts 1-gen-2019 Gianluigi Folino;Massimo Guarascio;Giuseppe Papuzzo
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