Giustino Claudio Miglionico

According to our database, Giustino Claudio Miglionico authored at least 10 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2026

Federated SHAP: Privacy-Preserving and Consistent Post-hoc Explainability in Federated Learning.

Pietro Ducange, Francesco Marcelloni, Giustino Claudio Miglionico, Alessandro Renda, Fabrizio Ruffini

Mach. Learn., February, 2026

2025

Improving Accuracy in Industrial Safety Monitoring: Combine UWB Localization and AI-Based Image Analysis.

Francesco di Rienzo, Giustino Claudio Miglionico, Pietro Ducange, Francesco Marcelloni, Nicolò Salti, Carlo Vallati

J. Sens. Actuator Networks, 2025

A Comparative Analysis of Models for Real-Time Personal Protective Equipment Detection on Edge Devices.

Giustino Claudio Miglionico, Francesco di Rienzo, Pietro Ducange, Francesco Marcelloni, Carlo Vallati

Proceedings of the International Joint Conference on Neural Networks, 2025

Leveraging Explainability of AI-Based Intrusion Detection Systems in a Federated Environment.

Pietro Ducange, Michela Fazzolari, Francesco Marcelloni, Giustino Claudio Miglionico

Proceedings of the International Joint Conference on Neural Networks, 2025

An Explainable Histopathological Nuclei Classification System Based on Fuzzy Decision Trees.

Pietro Ducange, Masoume Gholizade, Francesco Marcelloni, Giustino Claudio Miglionico, Fabrizio Ruffini

Proceedings of the Computational Intelligence - 17th International Joint Conference, 2025

Exploiting Fuzzy Regression Trees for M&A Sustainability Prediction.

Pietro Ducange, Francesco Marcelloni, Giustino Claudio Miglionico, Francesco Pistolesi, Emanuele Teti

Proceedings of the IEEE International Conference on Fuzzy Systems, 2025

An Explainable Brain Tumor Classification System based on Fuzzy Decision Trees.

Pietro Ducange, Michela Fazzolari, Francesco Marcelloni, Giustino Claudio Miglionico, Fabrizio Ruffini

Proceedings of the IEEE International Conference on Fuzzy Systems, 2025

2024

Performance Evaluation of YOLOv5 on Edge Devices for Personal Protective Equipment Detection.

Giustino Claudio Miglionico, Pietro Ducange, Francesco Marcelloni, Carlo Vallati, Francesco di Rienzo

Proceedings of the International Joint Conference on Neural Networks, 2024

Deep Learning and Multi-Objective Evolutionary Fuzzy Classifiers: A Comparative Analysis for Brain Tumor Classification in MRI Images.

Giustino Claudio Miglionico, Pietro Ducange, Francesco Marcelloni, Witold Pedrycz

Proceedings of the 1st International Conference on Explainable AI for Neural and Symbolic Methods, 2024

XAIMed: A Diagnostic Support Tool for Explaining AI Decisions on Medical Images.

Mattia Daole, Pietro Ducange, Francesco Marcelloni, Giustino Claudio Miglionico, Alessandro Renda, Alessio Schiavo

Proceedings of the 1st International Conference on Explainable AI for Neural and Symbolic Methods, 2024