| Monitoring the public opinion about the vaccination topic from tweets analysis E D'Andrea, P Ducange, A Bechini, A Renda, F Marcelloni Expert Systems with Applications 116, 209-226, 2019 | 170 | 2019 |
| Comparing ensemble strategies for deep learning: An application to facial expression recognition A Renda, M Barsacchi, A Bechini, F Marcelloni Expert Systems with Applications 136, 1-11, 2019 | 55 | 2019 |
| Federated learning of explainable AI models in 6G systems: Towards secure and automated vehicle networking A Renda, P Ducange, F Marcelloni, D Sabella, MC Filippou, G Nardini, ... Information 13 (8), 395, 2022 | 37 | 2022 |
| TSF-DBSCAN: A novel fuzzy density-based approach for clustering unbounded data streams A Bechini, F Marcelloni, A Renda IEEE Transactions on Fuzzy Systems 30 (3), 623-637, 2020 | 29 | 2020 |
| Stance analysis of twitter users: the case of the vaccination topic in italy A Bechini, P Ducange, F Marcelloni, A Renda IEEE Intelligent Systems 36 (5), 131-139, 2020 | 23 | 2020 |
| Addressing event-driven concept drift in twitter stream: a stance detection application A Bechini, A Bondielli, P Ducange, F Marcelloni, A Renda IEEE Access 9, 77758-77770, 2021 | 21 | 2021 |
| XAI models for quality of experience prediction in wireless networks A Renda, P Ducange, G Gallo, F Marcelloni 2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-6, 2021 | 18 | 2021 |
| An approach to federated learning of explainable fuzzy regression models JLC Bárcena, P Ducange, A Ercolani, F Marcelloni, A Renda 2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2022 | 17 | 2022 |
| The Hexa-X project vision on Artificial Intelligence and Machine Learning-driven Communication and Computation co-design for 6G M Merluzzi, T Borsos, N Rajatheva, AA Benczúr, H Farhadi, T Yassine, ... IEEE Access, 2023 | 11 | 2023 |
| Fed-XAI: Federated Learning of Explainable Artificial Intelligence Models. JLC Bárcena, M Daole, P Ducange, F Marcelloni, A Renda, F Ruffini, ... XAI. it@ AI* IA, 104-117, 2022 | 11 | 2022 |
| Pervasive AI in next generation wireless: The Hexa-X project perspective M Filippou, V Lamprousi, J Mohammadi, M Merluzzi, EU Soykan, ... IEEE WCCl 2022-First International Workshop on Artificial Intelligence in …, 2022 | 9* | 2022 |
| Towards Trustworthy AI for QoE prediction in B5G/6G Networks. JLC Bárcena, P Ducange, F Marcelloni, G Nardini, A Noferi, A Renda, ... AI6G@ WCCI, 2022 | 9 | 2022 |
| Enabling federated learning of explainable AI models within beyond-5G/6G networks JLC Bárcena, P Ducange, F Marcelloni, G Nardini, A Noferi, A Renda, ... Computer Communications 210, 356-375, 2023 | 7 | 2023 |
| Increasing accuracy and explainability in fuzzy regression trees: An experimental analysis A Bechini, JLC Bárcena, P Ducange, F Marcelloni, A Renda 2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2022 | 6 | 2022 |
| A fuzzy density-based clustering algorithm for streaming data A Aliperti, A Bechini, F Marcelloni, A Renda 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-6, 2019 | 5 | 2019 |
| FDBSCAN-APT: a fuzzy density-based clustering algorithm with automatic parameter tuning A Bechini, M Criscione, P Ducange, F Marcelloni, A Renda 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2020 | 4 | 2020 |
| A federated fuzzy c-means clustering algorithm. JLC Bárcena, F Marcelloni, A Renda, A Bechini, P Ducange WILF, 2021 | 3 | 2021 |
| A news-based framework for uncovering and tracking city area profiles: assessment in Covid-19 setting A Bechini, A Bondielli, JLC Bárcena, P Ducange, F Marcelloni, A Renda ACM Transactions on Knowledge Discovery from Data (TKDD) 16 (6), 1-29, 2022 | 2 | 2022 |
| Online monitoring of stance from tweets: The case of green pass in Italy A Bondielli, GC Tortora, P Ducange, A Macri, F Marcelloni, A Renda 2022 IEEE International Conference on Evolving and Adaptive Intelligent …, 2022 | 2 | 2022 |
| Hoeffding regression trees for forecasting quality of experience in B5G/6G networks JLC Bárcena, P Ducange, F Marcelloni, A Renda, F Ruffini First Workshop on Online Learning from Uncertain Data Streams (OLUD 2022), 2022 | 2 | 2022 |
Francesco MarcelloniProfessor of Data Mining and Machine Learning, University of PisaDirección de correo verificada de unipi.it
