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P. Ducange · SciRah

Researcher profile · Semantic Scholar

P. Ducange

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P. Ducange — researcher profile on SciRah

h-index: 30
Works: 166
Citations: 3,314

Most-cited papers

Monitoring the public opinion about the vaccination topic from tweets analysis
Eleonora D'Andrea, P. Ducange, A. Bechini, A. Renda +1 more
2019Expert systems with applications150 citations Open access
Semantic Scholar
Twitter as a sentinel tool to monitor public opinion on vaccination: an opinion mining analysis from September 2016 to August 2017 in Italy
L. Tavoschi, F. Quattrone, Eleonora D'Andrea, P. Ducange +3 more
2020Human Vaccines & Immunotherapeutics111 citations Open access
Semantic Scholar
A Smart System for Personal Protective Equipment Detection in Industrial Environments Based on Deep Learning at the Edge
G. Gallo, F. di Rienzo, Federico Garzelli, P. Ducange +1 more
2022IEEE Access87 citations Open access
Semantic Scholar
Federated Learning of Explainable AI Models in 6G Systems: Towards Secure and Automated Vehicle Networking
A. Renda, P. Ducange, F. Marcelloni, Dario Sabella +7 more
2022Inf.82 citations Open access
Semantic Scholar
An effective Decision Support System for social media listening based on cross-source sentiment analysis models
P. Ducange, Michela Fazzolari, M. Petrocchi, M. Vecchio
2019Engineering applications of artificial intelligence78 citations Open access
Semantic Scholar
The Hexa-X Project Vision on Artificial Intelligence and Machine Learning-Driven Communication and Computation Co-Design for 6G
M. Merluzzi, Tamás Borsos, N. Rajatheva, András A. Benczúr +19 more
2023IEEE Access53 citations Open access
Semantic Scholar
Fed-XAI: Federated Learning of Explainable Artificial Intelligence Models
J. C. Bárcena, Mattia Daole, P. Ducange, F. Marcelloni +3 more
2022XAI.it@AI*IA50 citations
Semantic Scholar
Enabling federated learning of explainable AI models within beyond-5G/6G networks
J. C. Bárcena, P. Ducange, F. Marcelloni, Giovanni Nardini +6 more
2023Computer Communications40 citations Open access
Semantic Scholar
An Approach to Federated Learning of Explainable Fuzzy Regression Models
José Luis Corcuera Bárcena, P. Ducange, Alessio Ercolani, F. Marcelloni +1 more
2022IEEE International Conference on Fuzzy Systems38 citations
Semantic Scholar
Federated Learning of XAI Models in Healthcare: A Case Study on Parkinson’s Disease
P. Ducange, F. Marcelloni, A. Renda, Fabrizio Ruffini
2024Cognitive Computation30 citations Open access
Semantic Scholar
Increasing trust in AI through privacy preservation and model explainability: Federated Learning of Fuzzy Regression Trees
J. C. Bárcena, P. Ducange, F. Marcelloni, A. Renda
2024Information Fusion29 citations Open access
Semantic Scholar
Fuzzy Hoeffding Decision Tree for Data Stream Classification
P. Ducange, F. Marcelloni, R. Pecori
2021International Journal of Computational Intelligence Systems29 citations Open access
Semantic Scholar
XAI Models for Quality of Experience Prediction in Wireless Networks
A. Renda, P. Ducange, G. Gallo, F. Marcelloni
2021IEEE International Conference on Fuzzy Systems24 citations
Semantic Scholar
Addressing Event-Driven Concept Drift in Twitter Stream: A Stance Detection Application
A. Bechini, Alessandro Bondielli, P. Ducange, F. Marcelloni +1 more
2021IEEE Access23 citations Open access
Semantic Scholar
An overview of recent distributed algorithms for learning fuzzy models in Big Data classification
P. Ducange, Michela Fazzolari, F. Marcelloni
2020Journal of Big Data23 citations Open access
Semantic Scholar
Federated $c$-Means and Fuzzy $c$-Means Clustering Algorithms for Horizontally and Vertically Partitioned Data
J. C. Bárcena, F. Marcelloni, A. Renda, A. Bechini +1 more
2024IEEE Transactions on Artificial Intelligence19 citations Open access
Semantic Scholar
Building Explanations for Fuzzy Decision Trees with the ExpliClas Software
J. Alonso, P. Ducange, R. Pecori, Raúl Vilas
2020IEEE International Conference on Fuzzy Systems19 citations
Semantic Scholar
A Smart System for Personal Protective Equipment Detection in Industrial Environments Based on Deep Learning
G. Gallo, F. di Rienzo, P. Ducange, V. Ferrari +2 more
2021International Conference on Smart Computing18 citations
Semantic Scholar
Exploiting Simu5G for generating datasets for training and testing AI models for 5G/6G network applications
Giovanni Nardini, Alessandro Noferi, P. Ducange, G. Stea
2023SoftwareX17 citations Open access
Semantic Scholar
Optimizing Partition Granularity, Membership Function Parameters, and Rule Bases of Fuzzy Classifiers for Big Data by a Multi-objective Evolutionary Approach
M. Barsacchi, A. Bechini, P. Ducange, F. Marcelloni
2019Cognitive Computation17 citations Open access
Semantic Scholar
OpenFL-XAI: Federated learning of explainable artificial intelligence models in Python
Mattia Daole, Alessio Schiavo, J. C. Bárcena, P. Ducange +2 more
2023SoftwareX16 citations Open access
Semantic Scholar
Incremental Learning of Fuzzy Decision Trees for Streaming Data Classification
R. Pecori, P. Ducange, F. Marcelloni
2019EUSFLAT Conf.14 citations Open access
Semantic Scholar
Towards Trustworthy AI for QoE prediction in B5G/6G Networks
J. C. Bárcena, P. Ducange, F. Marcelloni, Giovanni Nardini +4 more
2022AI6G@WCCI13 citations
Semantic Scholar
A federated fuzzy c-means clustering algorithm
J. C. Bárcena, F. Marcelloni, A. Renda, A. Bechini +1 more
2021International Workshop on Fuzzy Logic and Applications13 citations
Semantic Scholar
Intelligent Systems Design and Applications - 20th International Conference on Intelligent Systems Design and Applications (ISDA 2020) held December 12-15, 2020
Sebastián Ventura, Ajith Abraham, Cristóbal Romero, F. Marcelloni +192 more
2021International Conference on Intelligent Systems Design and Applications13 citations Open access
Semantic Scholar
Smartphones and Exergame Controllers as BYOD Solutions for the e-tivities of an Online Sport and Exercise Sciences University Program
P. Picerno, R. Pecori, P. Raviolo, P. Ducange
2019International Workshop on Higher Education Learning Methodologies and Technologies Online13 citations
Semantic Scholar
Trustworthy AI in Heterogeneous Settings: Federated Learning of Explainable Classifiers
Mattia Daole, P. Ducange, F. Marcelloni, A. Renda
2024IEEE International Conference on Fuzzy Systems11 citations
Semantic Scholar
Stance Analysis of Twitter Users: The Case of the Vaccination Topic in Italy
A. Bechini, P. Ducange, F. Marcelloni, A. Renda
2020IEEE Intelligent Systems11 citations Open access
Semantic Scholar
An Explainable Intrusion Detection System for IoT Networks
Michela Fazzolari, P. Ducange, F. Marcelloni
2023IEEE International Conference on Fuzzy Systems9 citations
Semantic Scholar
Increasing Accuracy and Explainability in Fuzzy Regression Trees: An Experimental Analysis
A. Bechini, José Luis Corcuera Bárcena, P. Ducange, F. Marcelloni +1 more
2022IEEE International Conference on Fuzzy Systems9 citations Open access
Semantic Scholar
Explainable Internet Traffic Classification
C. Callegari, P. Ducange, Michela Fazzolari, M. Vecchio
2021Applied Sciences9 citations Open access
Semantic Scholar
2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
Anna Wilbik, Daniel S. Sanchez, Nicolas Marin, J. Moreno-Garcia +496 more
20209 citations Open access
Semantic Scholar
Smart Profiling of City Areas Based on Web Data
Eleonora D'Andrea, P. Ducange, D. Loffreno, F. Marcelloni +1 more
2018International Conference on Smart Computing9 citations
Semantic Scholar
Federated SHAP: Privacy-Preserving and Consistent Post-hoc Explainability in Federated Learning
P. Ducange, F. Marcelloni, G. Miglionico, A. Renda +1 more
2026Machine-mediated learning8 citations
Semantic Scholar
Pervasive Artificial Intelligence in Next Generation Wireless: The Hexa-X Project Perspective
Miltiadis C. Filippou, Vasiliki Lamprousi, Jafar Mohammadi, M. Merluzzi +18 more
2022AI6G@WCCI8 citations
Semantic Scholar
Efficient computation of key performance indicators in a distance learning university
R. Pecori, V. Suraci, P. Ducange
2019Information Discovery and Delivery8 citations
Semantic Scholar
Artificial Intelligence in Agri-Robotics: A Systematic Review of Trends and Emerging Directions Leveraging Bibliometric Tools
Simona Casini, P. Ducange, F. Marcelloni, Lorenzo Pollini
2026Robotics7 citations Open access
Semantic Scholar
Fuzzy Decision Trees for Explainable Brain Tumor Classification: A Comparative Study with Deep Neural Networks and Classical Binary Decision Trees
P. Ducange, Michela Fazzolari, F. Marcelloni, G. Miglionico +1 more
2026Information Systems Frontiers7 citations Open access
Semantic Scholar
An Application for Federated Learning of XAI Models in Edge Computing Environments
A. Bechini, Mattia Daole, P. Ducange, F. Marcelloni +1 more
2023IEEE International Conference on Fuzzy Systems7 citations
Semantic Scholar
Data Platform Guidelines and Prototype for Microgrids and Energy Access: Matching Demand Profiles and Socio-Economic Data to Foster Project Development
D. Fioriti, Nicoló Stevanato, P. Ducange, F. Marcelloni +2 more
2023IEEE Access7 citations Open access
Semantic Scholar
Human-Centered AI and Autonomy in Robotics: Insights from a Bibliometric Study
Simona Casini, P. Ducange, F. Marcelloni, Lorenzo Pollini
2025IEEE International Joint Conference on Neural Network6 citations Open access
Semantic Scholar
Performance Evaluation of YOLOv5 on Edge Devices for Personal Protective Equipment Detection
G. Miglionico, P. Ducange, F. Marcelloni, Carlo Vallati +1 more
2024IEEE International Joint Conference on Neural Network6 citations
Semantic Scholar
Consistent Post-Hoc Explainability in Federated Learning through Federated Fuzzy Clustering
P. Ducange, F. Marcelloni, A. Renda, Fabrizio Ruffini
2024IEEE International Conference on Fuzzy Systems6 citations
Semantic Scholar
Beauveria bassiana keratitis: Management of an atypical clinical presentation
P. Ducange, Tommaso Verdina, Fabio Stiro, A. Grottola +3 more
2021Medical Mycology Case Reports6 citations Open access
Semantic Scholar
SK-MOEFS: A Library in Python for Designing Accurate and Explainable Fuzzy Models
G. Gallo, V. Ferrari, F. Marcelloni, P. Ducange
2020International Conference on Information Processing and Management of Uncertainty6 citations Open access
Semantic Scholar
Federated TSK Models for Predicting Quality of Experience in B5G/6G Networks
José Luis Corcuera Bárcena, P. Ducange, F. Marcelloni, A. Renda +2 more
2023IEEE International Conference on Fuzzy Systems5 citations Open access
Semantic Scholar
Conceptual structure of federated learning research field
A. Velez-Estevez, P. Ducange, I. J. Pérez, M. Cobo
2022International Conference on Information Technology and Quantitative Management5 citations Open access
Semantic Scholar
A News-Based Framework for Uncovering and Tracking City Area Profiles: Assessment in Covid-19 Setting
A. Bechini, A. Bondielli, J. C. Bárcena, P. Ducange +2 more
2022ACM Transactions on Knowledge Discovery from Data5 citations Open access
Semantic Scholar
Hoeffding Regression Trees for Forecasting Quality of Experience in B5G/6G Networks
J. C. Bárcena, P. Ducange, F. Marcelloni, A. Renda +1 more
2022OLUD@WCCI5 citations
Semantic Scholar
Bridges and Mediation in Higher Distance Education: HELMeTO 2020 Report
L. Agrati, D. Burgos, P. Ducange, P. Limone +5 more
2021Education sciences5 citations Open access
Semantic Scholar

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