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PONTIERI, LUIGI

PONTIERI, LUIGI  

Istituto di Calcolo e Reti ad Alte Prestazioni - ICAR  

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Risultati 1 - 20 di 165 (tempo di esecuzione: 0.107 secondi).
Titolo Data di pubblicazione Autore(i) File
Combining abstract argumentation and machine learning for efficiently analyzing low-level process event streams 1-gen-2026 Fazzinga, Bettina; Flesca, Sergio; Furfaro, Filippo; Pontieri, Luigi; Scala, Francesco
Discovering Latent Hydrological Regimes with Interpretable Mixture-of-Experts Surrogates 1-gen-2026 Folino, Francesco Paolo; Costanzo, Carmelina; Sabatino, Pietro; Pontieri, Luigi
FLOPpy: A hardware-agnostic Python library to monitor the computational cost of machine and deep learning algorithms 1-gen-2026 Scala, Francesco; Mandarino, Francesco; Martirano, Liliana; Pontieri, Luigi
Forecasting low-dimensional turbulence via multi-dimensional hybrid quantum reservoir computing 1-gen-2026 Salatino, L.; Mariani, L.; Giordano, A.; D'Amore, F.; Mastroianni, C.; Pontieri, L.; Vinci, A.; Gencarelli, C.; Primavera, L.; Plastina, F.; Settino, J.; Carbone, F.
Route Fine, Explain Compactly: A Soft-Tree-Gated Mixture-of-Experts Surrogate 1-gen-2026 Folino, Francesco; Costanzo, Carmelina; Pontieri, Luigi
Sustainable hybrid text classification: Enhancing encoder-only language models with NLI-derived pseudo-examples 1-gen-2026 Cosentino, C.; Folino, F.; Marozzo, F.; Pontieri, L.
Toward robust multimodal fake news detection under weak supervision via text-derived surrogate labels 1-gen-2026 Martirano, L.; Scala, F.; Comito, C.; Pontieri, L.
AI for sustainability should be sustainable in its own: results from project FAIR-Spoke 9 1-gen-2025 Pontieri, L.; Sabatino, P.; Scala, F.
An efficient model training framework for green AI 1-gen-2025 Scala, F.; Flesca, S.; Pontieri, L.
Discovering ensembles of small language models out of scarcely labelled data for fake news detection 1-gen-2025 Folino, G.; Guarascio, M.; Pontieri, L.; Zicari, P.
DPET: A Data and Parameter Efficient Training Framework for Green AI 1-gen-2025 Scala, F.; Pontieri, L.; Flesca, S.
Explainable Process Deviance Discovery with Data-Efficient Deep Learning 1-gen-2025 Folino, F.; Folino, G.; Guarascio, M.; Pontieri, L.
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
ITempDT: AI-Powered Digital Twin for Forecasting Indoor Temperature in Smart Buildings 1-gen-2025 Islam, M. B.; Guerrieri, A.; Gravina, R.; Pontieri, L.; Rizzo, L.; Scala, F.; Vinci, A.; Fortino, G.
Learning Fast to Detect Slow: A Few-Shot Neural Approach to Slow DoS Attack Detection 1-gen-2025 Scala, F.; Guarascio, M.; Parrotta, C.; Pontieri, L.
Play it Straight: An Intelligent Data Pruning Technique for Green-AI 1-gen-2025 Scala, Francesco; Flesca, Sergio; 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
Transparent Models in Healthcare: Enhancing Decision Support through Explainability 1-gen-2025 Cuzzocrea, Alfredo; Folino, Francesco; Pontieri, Luigi; Sabatino, Pietro; Samami, Maryam
Who Drives Misinformation? Key Node Detection with Heterogeneous Graph Neural Networks 1-gen-2025 Martirano, L.; Scala, F.; Comito, C.; Pontieri, L.