Luca Bacco

According to our database, Luca Bacco authored at least 12 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

From pre-training to fine-tuning: An in-depth analysis of Large Language Models in the biomedical domain.

Agnese Bonfigli, Luca Bacco, Mario Merone, Felice Dell'Orletta

Artif. Intell. Medicine, 2024

Investigating Stock Prediction Using LSTM Networks and Sentiment Analysis of Tweets Under High Uncertainty: A Case Study of North American and European Banks.

Luca Bacco, Lorenzo Petrosino, Domenico Arganese, Luca Vollero, Marco Papi, Mario Merone

IEEE Access, 2024

2023

A text style transfer system for reducing the physician-patient expertise gap: An analysis with automatic and human evaluations.

Luca Bacco, Felice Dell'Orletta, Huiyuan Lai, Mario Merone, Malvina Nissim

Expert Syst. Appl., December, 2023

On the instability of further pre-training: Does a single sentence matter to BERT?

Luca Bacco, Gosse Minnema, Tommaso Caselli, Felice Dell'Orletta, Mario Merone, Malvina Nissim

Nat. Lang. Process. J., 2023

Advancing ECG Biometrics Through Vision Transformers: A Confidence-Driven Approach.

Onorato d'Angelis, Luca Bacco, Luca Vollero, Mario Merone

IEEE Access, 2023

Layered Meta-Learning Algorithm for Predicting Adverse Events in Type 1 Diabetes.

Federico D'Antoni, Lorenzo Petrosino, Alessandro Marchetti, Luca Bacco, Silvia Pieralice, Luca Vollero, Paolo Pozzilli, Vincenzo Piemonte, Mario Merone

IEEE Access, 2023

Natural Language Processing in Healthcare: A Bird's Eye View (short paper).

Luca Bacco, Felice Dell'Orletta, Mario Merone

Proceedings of the Seventh Workshop on Natural Language for Artificial Intelligence (NL4AI 2023) co-located with 22th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), 2023

Photoplethysmographic Signal Quality Assessment: a Comparative Study of Unsupervised and Supervised Neural Networks.

Anna Sabatini, Luca Bacco, Leonardo Lotini, Giovanni Palombo, Giulia Di Tomaso, Riccardo Sabbadini, Mario Merone, Luca Vollero

Proceedings of the 2023 IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2023

Postural Data Analysis using AI-powered Classification Models.

Luca Bacco, Matteo Coletta, Martina Zaltieri, Daniela Lo Presti, Carlo Massaroni, Emiliano Schena, Mario Merone

Proceedings of the 2023 IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2023

2021

Single beat ECG-based Identification System: development and robustness test in different working conditions.

Riccardo Sorvillo, Luca Bacco, Mario Merone, Alessandro Zompanti, Marco Santonico, Giorgio Pennazza, Giulio Iannello

Proceedings of the IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2021

Extractive Summarization for Explainable Sentiment Analysis using Transformers.

Luca Bacco, Andrea Cimino, Felice Dell'Orletta, Mario Merone

Proceedings of the Joint Proceedings of the 2nd International Workshop on Deep Learning meets Ontologies and Natural Language Processing (DeepOntoNLP 2021) & 6th International Workshop on Explainable Sentiment Mining and Emotion Detection (X-SENTIMENT 2021) co-located with co-located with 18th Extended Semantic Web Conference 2021, Hersonissos, Greece, June 6th, 2021

2020

A Machine Learning approach for Sentiment Analysis for Italian Reviews in Healthcare.

Luca Bacco, Andrea Cimino, Luca Paulon, Mario Merone, Felice Dell'Orletta

Proceedings of the Seventh Italian Conference on Computational Linguistics, 2020