Roberta De Fazio

17 papers B 5C 1Misc 1Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
CARE: Clinical AI predictor for posterior urethal valves - design, explainability and evaluation.
J. Syst. Softw.
Roberta De Fazio, Stefano Marrone, Paola Tirelli, Raffaele Chianese, Clelia Di Nardo, Pierluigi Marzuillo, Laura Verde
2026 J jnl
Inferring failure processes via causality analysis: from event logs to predictive fault trees.
Reliab. Eng. Syst. Saf.
Roberta De Fazio, Benoît Depaire, Stefano Marrone, Laura Verde
2025 — conf
AI in Pediatric Urology: Deep Learning-Based Approach Supporting Posterior Urethral Valves Diagnosis on VCUG Imaging.
ICIAP (Workshops 2)
Ciro Russo, Gaetano Settembre, Grazia Gargano, Maria Stella de Biase, Roberta De Fazio
2025 B conf
Detecting Vegetation Patterns in Satellite Images: SILVIA, a Segmentation-Based Approach.
KES
Maria Stella de Biase, Roberta De Fazio, Stefano Marrone
2025 B conf
Toward Paediatric Digital Twins: STELLA-Segmentation Tool for Enhanced Localisation and Labelling of Diagnostic Areas.
KES
Roberta De Fazio, Maria Stella de Biase, Pierluigi Marzuillo, Paola Tirelli, Fiammetta Marulli, Stefano Marrone, Laura Verde
2025 C conf
Towards a Digital Twin of the Cardiovascular System.
IoTBDS
Ciro Nespolino, Roberta De Fazio, Laura Verde, Stefano Marrone
2025 B conf
Towards a pre-surgery clinical decision support system.
KES
Stefano Marrone, Roberta De Fazio, Rossella Picone, Laura Verde
2024 — conf
Beyond the Hype: Toward a Concrete Adoption of the Fair and Responsible Use of AI.
Ital-IA
Lelio Campanile, Roberta De Fazio, Michele Di Giovanni, Fiammetta Marulli
2024 J jnl
HEAR set: A ligHtwEight acoustic paRameters set to assess mental health from voice analysis.
Comput. Biol. Medicine
Laura Verde, Fiammetta Marulli, Roberta De Fazio, Lelio Campanile, Stefano Marrone
2024 J jnl
Reproducible Machine Learning-based Voice Pathology Detection: Introducing the Pitch Difference Feature.
CoRR
Jan Vrba, Jakub Steinbach, Tomás Jirsa, Laura Verde, Roberta De Fazio, Noriyasu Homma, Yuwen Zeng, Key Ichiji, Lukas Hajek, Zuzana Sedlakova, Jan Mares
2024 B conf
Towards Hepatic Cancer Detection with Bayesian Networks for Patients Digital Twins Modelling.
KES
Roberta De Fazio, Adrian Bartos, Viviana Leonetti, Stefano Marrone, Laura Verde
2024 J jnl
Towards an extension of Fault Trees in the Predictive Maintenance Scenario.
CoRR
Roberta De Fazio, Stefano Marrone, Laura Verde, Vincenzo Reccia, Paolo Valletta
2023 J jnl
A Petri net oriented approach for advanced building energy management systems.
J. Ambient Intell. Smart Environ.
Stefano Marrone, Lelio Campanile, Roberta De Fazio, Michele Di Giovanni, Ugo Gentile, Fiammetta Marulli, Laura Verde
2023 — conf
CaseID Detection for Process Mining: A Heuristic-Based Methodology.
ICPM Workshops
Roberta De Fazio, Antonio Balzanella, Stefano Marrone, Fiammetta Marulli, Laura Verde, Vincenzo Reccia, Paolo Valletta
2023 J jnl
Explainabilty Comparison between Random Forests and Neural Networks - Case Study of Amino Acid Volume Prediction.
Inf.
Roberta De Fazio, Rosy Di Giovannantonio, Emanuele Bellini, Stefano Marrone
2023 B conf
Inferring Emotional Models from Human-Machine Speech Interactions.
KES
Lelio Campanile, Roberta De Fazio, Michele Di Giovanni, Stefano Marrone, Fiammetta Marulli, Laura Verde
2023 Misc conf
Merging Model-Based and Data-Driven Approaches for Resilient Systems Digital Twins Design.
CSR
Lelio Campanile, Maria Stella de Biase, Roberta De Fazio, Michele Di Giovanni, Fiammetta Marulli, Laura Verde