Antonella Madau

16 papers B 4C 3Journal 4Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Hybrid Approach Integrating Clinical Data and Tomography to Improve Diagnosis of Parkinson's Disease.
ACM Trans. Comput. Heal.
Lerina Aversano, Martina Iammarino, Antonella Madau, Debora Montano, Chiara Verdone
2025 C conf
An Explainable Model for Waste Cost Prediction: A Study on Linked Open Data in Italy.
ICSOFT
Lerina Aversano, Martina Iammarino, Antonella Madau, Debora Montano, Chiara Verdone
2025 B conf
Explainability of Technical Debt: An Analysis on the Role of Refactoring in Software Systems.
IJCNN
Lerina Aversano, Martina Iammarino, Antonella Madau, Debora Montano, Chiara Verdone
2025 B conf
Explainable Approach For Early Diagnosis of Parkinson's Using Audio Tracks.
KES
Lerina Aversano, Martina Iammarino, Antonella Madau, Debora Montano, Chiara Verdone
2025 — conf
Mining Community Health: Association Rules for the Design of Proximity Care Models.
MetroXRAINE
Lerina Aversano, Martina Iammarino, Antonella Madau, Ilaria Mancino, Debora Montano, Chiara Verdone
2025 C conf
Process Mining and Machine Learning for Predicting Clinical Outcomes in Emergency Care: A Study on the MIMICEL Dataset.
DATA
Antonella Madau, Gianfranco Semeraro
2025 J jnl
Process mining applications in healthcare: a systematic literature review.
PeerJ Comput. Sci.
Lerina Aversano, Martina Iammarino, Antonella Madau, Giuseppe Pirlo, Gianfranco Semeraro
2025 J jnl
Time series forecasting for bug resolution using machine learning and deep learning models.
Frontiers Big Data
Lerina Aversano, Martina Iammarino, Antonella Madau, Fabiano Pecorelli
2025 J jnl
What Time Is It? Finding Which Temporal Features is More Useful for Next Activity Prediction.
IEEE Open J. Comput. Soc.
Lerina Aversano, Martina Iammarino, Antonella Madau, Giuseppe Pirlo, Gianfranco Semeraro
2024 B conf
A Machine Learning Approach for the Detection of Thoracic Disease using Chest X-ray reports.
KES
Lerina Aversano, Martina Iammarino, Antonella Madau, Debora Montano, Chiara Verdone
2024 C conf
Adopting Delta Maintainability Model for Just in Time Bug Prediction.
ICSOFT
Lerina Aversano, Martina Iammarino, Antonella Madau, Debora Montano, Chiara Verdone
2024 — conf
An Explainable Approach for Early Diagnosis of Parkinson's Disease Exploring Motor Symptoms.
MetroXRAINE
Lerina Aversano, Antonella Madau, Debora Montano
2024 — conf
An Explainable Approach to Characterize Heart Diseases Using ECG Images.
MetroXRAINE
Francesco Denaro, Antonella Madau, Chiara Martini, Riccardo Pecori
2023 — conf
An Explainable Approach for Early Parkinson Disease Detection Using Deep Learning.
DeLTA
Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Antonella Madau, Chiara Verdone
2023 B conf
Early Diagnosis of Parkinson's Disease Exploting Motor and Non-Motor Symptoms: Results from the PPMI Cohort.
KES
Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Antonella Madau, Chiara Verdone
2023 — conf
Machine Learning Applied to Speech Recordings for Parkinson's Disease Recognition.
DeLTA
Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Antonella Madau, Chiara Verdone