BACCO, LUCA
BACCO, LUCA
Facoltà Dipartimentale di Ingegneria
A GARCH-temporal fusion transformer model for the volatility prediction of exchange traded funds
2025-01-01 Petrosino, L.; Bacco, L.; Salvati, G.; Merone, M.; Papi, M.
A machine learning approach for sentiment analysis for Italian reviews in healthcare
2020-01-01 Bacco, L.; Cimino, A.; Paulon, L.; Merone, M.; Dell'Orletta, F.
A Novel Real-World Dataset of Italian Clinical Notes for NLP-based Decision Support in Low Back Pain Treatment
2025-01-01 Bonfigli, A.; Piperno, R.; Bacco, L.; Dell'Orletta, F.; Brunato, D.; Crispino, F.; Papalia, G. F.; Russo, F.; Vadala, G.; Papalia, R.; Merone, M.; Pecchia, L.
A Prediction of Drug Transport, Distribution, and Absorption Through a Multicompartmental Physiologically Based Pharmacokinetic Model
2024-01-01 Chiorboli, Simone; D’Ambrosio, Antonio; Mazzeo, Leone; Santori, Francesca; Bacco, Luca; D’Antoni, Federico; Palombo, Giovanni; Merone, Mario; Piemonte, Vincenzo
A text style transfer system for reducing the physician–patient expertise gap: An analysis with automatic and human evaluations
2023-01-01 Bacco, L.; Dell'Orletta, F.; Lai, H.; Merone, M.; Nissim, M.
Adopting machine learning to predict breast cancer patients adherence with lifestyle recommendations and quality of life outcomes
2025-01-01 Crispo, A.; Pagnano, M. E.; Bonfigli, A.; Pecchia, L.; Luongo, A.; Porciello, G.; Coluccia, S.; Prete, M.; Bacco, L.; Vitale, S.; Palumbo, E.; Giaccone, P.; Pica, R.; Grimaldi, M.; Cascella, M.; Cavalcanti, E.; Minopoli, A.; De Laurentiis, M.; Libra, M.; Polesel, J.; Massarut, S.; Celentano, E.; Augustin, L. S. A.
Advancing ECG Biometrics Through Vision Transformers: A Confidence-Driven Approach
2023-01-01 D'Angelis, O.; Bacco, L.; Vollero, L.; Merone, M.
Artificial Intelligence and Computer Aided Diagnosis in Chronic Low Back Pain: A Systematic Review
2022-01-01 D'Antoni, F.; Russo, F.; Ambrosio, L.; Bacco, L.; Vollero, L.; Vadala, G.; Merone, M.; Papalia, R.; Denaro, V.
Artificial intelligence based intervertebral discs grading: From unsupervised detection to explainable Pfirrmann classification
2026-01-01 Giaccone, P.; D'Antoni, F.; Bacco, L.; Russo, F.; Papalia, G. F.; Vadala, G.; Papalia, R.; Pecchia, L.; Denaro, V.; Merone, M.
Cross-lingual distillation for domain knowledge transfer with sentence transformers
2025-01-01 Piperno, R.; Bacco, L.; Dell'Orletta, F.; Merone, M.; Pecchia, L.
Doctor, Is That You? Evaluating Large Language Models on Italy’s Medical School Entrance Exams
2025-01-01 Piperno, R.; Bonfigli, A.; Dell'Orletta, F.; Pecchia, L.; Merone, M.; Bacco, L.
Efficient multi-task learning with instance selection for biomedical NLP
2025-01-01 Bonfigli, A.; Bacco, L.; Pecchia, L.; Merone, M.; Dell'Orletta, F.
Explainable sentiment analysis: A hierarchical transformer-based extractive summarization approach
2021-01-01 Bacco, L.; Cimino, A.; Dell'Orletta, F.; Merone, M.
Exploring New Technologies in Healthcare: Advancing Natural Language Processing
2023-03-13 Bacco, Luca
Extractive summarization for explainable sentiment analysis using transformers
2021-01-01 Bacco, L.; Cimino, A.; Dell'Orletta, F.; Merone, M.
Feature-based knowledge distillation for explainable detection of pulmonary diseases
2025-01-01 Piperno, R.; Bacco, L.; Petrosino, L.; Matarrese, M. A. G.; Merone, M.; Pecchia, L.
From pre-training to fine-tuning: An in-depth analysis of Large Language Models in the biomedical domain
2024-01-01 Bonfigli, Agnese; Bacco, Luca; Merone, Mario; Dell'Orletta, Felice
Investigating Stock Prediction Using LSTM Networks and Sentiment Analysis of Tweets Under High Uncertainty: A Case Study of North American and European Banks
2024-01-01 Bacco, L.; Petrosino, L.; Arganese, D.; Vollero, L.; Papi, M.; Merone, M.
Layered meta-learning Algorithm for Predicting Adverse Events in Type 1 Diabetes
2023-01-01 D'Antoni, Federico; Petrosino, Lorenzo; Marchetti, Alessandro; Bacco, Luca; Pieralice, Silvia; Vollero, Luca; Pozzilli, Paolo; Piemonte, Vincenzo; Merone, Mario
Machine Learning analysis of high-grade serous ovarian cancer proteomic dataset reveals novel candidate biomarkers
2022-01-01 Farinella, F.; Merone, M.; Bacco, L.; Capirchio, A.; Ciccozzi, M.; Caligiore, D.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A GARCH-temporal fusion transformer model for the volatility prediction of exchange traded funds | 1-gen-2025 | Petrosino, L.; Bacco, L.; Salvati, G.; Merone, M.; Papi, M. | |
| A machine learning approach for sentiment analysis for Italian reviews in healthcare | 1-gen-2020 | Bacco, L.; Cimino, A.; Paulon, L.; Merone, M.; Dell'Orletta, F. | |
| A Novel Real-World Dataset of Italian Clinical Notes for NLP-based Decision Support in Low Back Pain Treatment | 1-gen-2025 | Bonfigli, A.; Piperno, R.; Bacco, L.; Dell'Orletta, F.; Brunato, D.; Crispino, F.; Papalia, G. F.; Russo, F.; Vadala, G.; Papalia, R.; Merone, M.; Pecchia, L. | |
| A Prediction of Drug Transport, Distribution, and Absorption Through a Multicompartmental Physiologically Based Pharmacokinetic Model | 1-gen-2024 | Chiorboli, Simone; D’Ambrosio, Antonio; Mazzeo, Leone; Santori, Francesca; Bacco, Luca; D’Antoni, Federico; Palombo, Giovanni; Merone, Mario; Piemonte, Vincenzo | |
| A text style transfer system for reducing the physician–patient expertise gap: An analysis with automatic and human evaluations | 1-gen-2023 | Bacco, L.; Dell'Orletta, F.; Lai, H.; Merone, M.; Nissim, M. | |
| Adopting machine learning to predict breast cancer patients adherence with lifestyle recommendations and quality of life outcomes | 1-gen-2025 | Crispo, A.; Pagnano, M. E.; Bonfigli, A.; Pecchia, L.; Luongo, A.; Porciello, G.; Coluccia, S.; Prete, M.; Bacco, L.; Vitale, S.; Palumbo, E.; Giaccone, P.; Pica, R.; Grimaldi, M.; Cascella, M.; Cavalcanti, E.; Minopoli, A.; De Laurentiis, M.; Libra, M.; Polesel, J.; Massarut, S.; Celentano, E.; Augustin, L. S. A. | |
| Advancing ECG Biometrics Through Vision Transformers: A Confidence-Driven Approach | 1-gen-2023 | D'Angelis, O.; Bacco, L.; Vollero, L.; Merone, M. | |
| Artificial Intelligence and Computer Aided Diagnosis in Chronic Low Back Pain: A Systematic Review | 1-gen-2022 | D'Antoni, F.; Russo, F.; Ambrosio, L.; Bacco, L.; Vollero, L.; Vadala, G.; Merone, M.; Papalia, R.; Denaro, V. | |
| Artificial intelligence based intervertebral discs grading: From unsupervised detection to explainable Pfirrmann classification | 1-gen-2026 | Giaccone, P.; D'Antoni, F.; Bacco, L.; Russo, F.; Papalia, G. F.; Vadala, G.; Papalia, R.; Pecchia, L.; Denaro, V.; Merone, M. | |
| Cross-lingual distillation for domain knowledge transfer with sentence transformers | 1-gen-2025 | Piperno, R.; Bacco, L.; Dell'Orletta, F.; Merone, M.; Pecchia, L. | |
| Doctor, Is That You? Evaluating Large Language Models on Italy’s Medical School Entrance Exams | 1-gen-2025 | Piperno, R.; Bonfigli, A.; Dell'Orletta, F.; Pecchia, L.; Merone, M.; Bacco, L. | |
| Efficient multi-task learning with instance selection for biomedical NLP | 1-gen-2025 | Bonfigli, A.; Bacco, L.; Pecchia, L.; Merone, M.; Dell'Orletta, F. | |
| Explainable sentiment analysis: A hierarchical transformer-based extractive summarization approach | 1-gen-2021 | Bacco, L.; Cimino, A.; Dell'Orletta, F.; Merone, M. | |
| Exploring New Technologies in Healthcare: Advancing Natural Language Processing | 13-mar-2023 | Bacco, Luca | |
| Extractive summarization for explainable sentiment analysis using transformers | 1-gen-2021 | Bacco, L.; Cimino, A.; Dell'Orletta, F.; Merone, M. | |
| Feature-based knowledge distillation for explainable detection of pulmonary diseases | 1-gen-2025 | Piperno, R.; Bacco, L.; Petrosino, L.; Matarrese, M. A. G.; Merone, M.; Pecchia, L. | |
| From pre-training to fine-tuning: An in-depth analysis of Large Language Models in the biomedical domain | 1-gen-2024 | Bonfigli, Agnese; Bacco, Luca; Merone, Mario; Dell'Orletta, Felice | |
| Investigating Stock Prediction Using LSTM Networks and Sentiment Analysis of Tweets Under High Uncertainty: A Case Study of North American and European Banks | 1-gen-2024 | Bacco, L.; Petrosino, L.; Arganese, D.; Vollero, L.; Papi, M.; Merone, M. | |
| Layered meta-learning Algorithm for Predicting Adverse Events in Type 1 Diabetes | 1-gen-2023 | D'Antoni, Federico; Petrosino, Lorenzo; Marchetti, Alessandro; Bacco, Luca; Pieralice, Silvia; Vollero, Luca; Pozzilli, Paolo; Piemonte, Vincenzo; Merone, Mario | |
| Machine Learning analysis of high-grade serous ovarian cancer proteomic dataset reveals novel candidate biomarkers | 1-gen-2022 | Farinella, F.; Merone, M.; Bacco, L.; Capirchio, A.; Ciccozzi, M.; Caligiore, D. |