| 2026 | SmartComp | Edge-Based PPE Detection for Urban Construction Under Realistic Visual Conditions. | Giustino Claudio Miglionico, Francesco di Rienzo, Pietro Ducange, Francesco Marcelloni, Carlo Vallati |
| 2025 | IJCCI | An Explainable Histopathological Nuclei Classification System Based on Fuzzy Decision Trees. | Pietro Ducange, Masoume Gholizade, Francesco Marcelloni, Giustino Claudio Miglionico, Fabrizio Ruffini |
| 2025 | IJCNN | Human-Centered AI and Autonomy in Robotics: Insights from a Bibliometric Study. | Simona Casini, Pietro Ducange, Francesco Marcelloni, Lorenzo Pollini |
| 2025 | IJCNN | Security Threats to Explainable Classifiers in Federated Learning. | Mattia Daole, Pietro Ducange, Francisco Herrera, Francesco Marcelloni, Alessandro Renda, Nuria Rodrguez Barroso |
| 2025 | IJCNN | Leveraging Explainability of AI-Based Intrusion Detection Systems in a Federated Environment. | Pietro Ducange, Michela Fazzolari, Francesco Marcelloni, Giustino Claudio Miglionico |
| 2025 | IJCNN | 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 |
| 2025 | WEBIST | Federated Learning (FED) of eXplainable Artificial Intelligence (XAI) Models. | Pietro Ducange |
| 2025 | WiMob | Explainable Machine Learning for Environment-Aware Channel State Prediction in UAV-Based 6G Networks. | Ladan Gholami, Pietro Ducange, Arcangela Rago, Pietro Cassar, Alberto Gotta |
| 2024 | IJCNN | Performance Evaluation of YOLOv5 on Edge Devices for Personal Protective Equipment Detection. | Giustino Claudio Miglionico, Pietro Ducange, Francesco Marcelloni, Carlo Vallati, Francesco di Rienzo |
| 2023 | IJCCI | Experimental Assessment of Heterogeneous Fuzzy Regression Trees. | Jos Luis Corcuera Brcena, Pietro Ducange, Riccardo Gallo, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini |
| 2021 | SmartComp | Mining the Stream of News for City Areas Profiling: a Case Study for the City of Rome. | Alessio Bechini, Alessandro Bondielli, Jos Luis Corcuera Brcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda |
| 2021 | SmartComp | A Smart System for Personal Protective Equipment Detection in Industrial Environments Based on Deep Learning. | Gionatan Gallo, Francesco di Rienzo, Pietro Ducange, Vincenzo Ferrari, Alessandro Tognetti, Carlo Vallati |
| 2020 | IPMU | SK-MOEFS: A Library in Python for Designing Accurate and Explainable Fuzzy Models. | Gionatan Gallo, Vincenzo Ferrari, Francesco Marcelloni, Pietro Ducange |
| 2019 | EUSFLAT | Incremental Learning of Fuzzy Decision Trees for Streaming Data Classification. | Riccardo Pecori, Pietro Ducange, Francesco Marcelloni |
| 2019 | IDEAL | Exploiting Online Newspaper Articles Metadata for Profiling City Areas. | Livio Cascone, Pietro Ducange, Francesco Marcelloni |
| 2018 | SmartComp | Smart Profiling of City Areas Based on Web Data. | Eleonora D'Andrea, Pietro Ducange, Danilo Loffreno, Francesco Marcelloni, Tommaso Zaccone |
| 2013 | IFSA | Evolutionary fuzzy classifiers for imbalanced datasets: An experimental comparison. | Michela Antonelli, Pietro Ducange, Francesco Marcelloni, Armando Segatori |
| 2011 | ISDA | An intelligent system for detecting faults in photovoltaic fields. | Pietro Ducange, Michela Fazzolari, Beatrice Lazzerini, Francesco Marcelloni |
| 2009 | EUSFLAT | Learning Concurrently Granularity, Membership Function Parameters and Rules of Mamdani Fuzzy Rule-based Systems. | Michela Antonelli, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni |
| 2009 | HAIS | A Three-Objective Evolutionary Approach to Generate Mamdani Fuzzy Rule-Based Systems. | Michela Antonelli, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni |
| 2009 | ISDA | Exploiting a New Interpretability Index in the Multi-Objective Evolutionary Learning of Mamdani Fuzzy Rule-Based Systems. | Michela Antonelli, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni |
| 2008 | HAIS | Knowledge Base Learning of Linguistic Fuzzy Rule-Based Systems in a Multi-objective Evolutionary Framework. | Pietro Ducange, Rafael Alcal, Francisco Herrera, Beatrice Lazzerini, Francesco Marcelloni |
| 2008 | HIS | A Multi-Objective Genetic Approach to Concurrently Learn Partition Granularity and Rule Bases of Mamdani Fuzzy Systems. | Michela Antonelli, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni |
| 2007 | CEC | A new multi-objective evolutionary algorithm based on convex hull for binary classifier optimization. | Marco Cococcioni, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni |