| 2025 | DATA | Process Mining and Machine Learning for Predicting Clinical Outcomes in Emergency Care: A Study on the MIMICEL Dataset. | Antonella Madau, Gianfranco Semeraro |
| 2025 | IJCNN | Explainability of Technical Debt: An Analysis on the Role of Refactoring in Software Systems. | Lerina Aversano, Martina Iammarino, Antonella Madau, Debora Montano, Chiara Verdone |
| 2025 | ICSoft | An Explainable Model for Waste Cost Prediction: A Study on Linked Open Data in Italy. | Lerina Aversano, Martina Iammarino, Antonella Madau, Debora Montano, Chiara Verdone |
| 2025 | KES | Explainable Approach For Early Diagnosis of Parkinson's Using Audio Tracks. | Lerina Aversano, Martina Iammarino, Antonella Madau, Debora Montano, Chiara Verdone |
| 2024 | ICSoft | Adopting Delta Maintainability Model for Just in Time Bug Prediction. | Lerina Aversano, Martina Iammarino, Antonella Madau, Debora Montano, Chiara Verdone |
| 2024 | KES | A Machine Learning Approach for the Detection of Thoracic Disease using Chest X-ray reports. | Lerina Aversano, Martina Iammarino, Antonella Madau, Debora Montano, Chiara Verdone |
| 2023 | KES | Early Diagnosis of Parkinson's Disease Exploting Motor and Non-Motor Symptoms: Results from the PPMI Cohort. | Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Antonella Madau, Chiara Verdone |