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125 entries « 1 of 3 »

2025

Bárcena, J. L. Corcuera; Ducange, P.; Marcelloni, F.; Renda, A.

Increasing trust in AI through privacy preservation and model explainability: Federated Learning of Fuzzy Regression Trees Journal Article

In: Information Fusion, vol. 113, 2025.

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2024

Ducange, Pietro; Fazzolari, Michela; Marcelloni, Francesco

Explainable Intrusion Detection System in IoT Scenarios: A Cross-Device Model Training and Evaluation for Traffic Classification Proceedings Article

In: Proceedings of the 57th Hawaii International Conference on System Sciences, 2024.

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Ducange, P.; Marcelloni, F.; Renda, A.; Ruffini, F.

Federated Learning of XAI models in healthcare: a case study on Parkinson's Disease Journal Article

In: Cognitive Computation, 2024.

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Bárcena, J. L. Corcuera; Marcelloni, F.; Renda, A.; Bechini, A.; Ducange, P.

Federated c-means and Fuzzy c-means Clustering Algorithms for Horizontally and Vertically Partitioned Data Journal Article

In: IEEE Transactions on Artificial Intelligence, pp. 1–15, 2024.

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Ducange, P.; Marcelloni, F.; Renda, A.; Ruffini, F.

Consistent Post-Hoc Explainability in Federated Learning through Federated Fuzzy Clustering Proceedings Article

In: IEEE International Conference on Fuzzy Systems, 2024.

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Daole, M.; Ducange, P.; Marcelloni, F.; Renda, A.

Trustworthy AI in Heterogeneous Settings: Federated Learning of Explainable Classifiers Proceedings Article

In: IEEE International Conference on Fuzzy Systems, 2024.

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Basile, Miriam; Gibiino, Fabio; Cavazza, Jacopo; Semplici, Paolo; Cocco, Martina; Marcelloni, Francesco; Bechini, Alessio; Vanello, Nicola

Unsupervised Learning of Speckle Removal from Real Ultrasound Acquisitions without Clean Data Proceedings Article

In: 2024 IEEE International Symposium on Medical Measurements and Applications (MeMeA), pp. 1-6, 2024.

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Bondielli, Alessandro; Dell'Oglio, Pietro; Lenci, Alessandro; Marcelloni, Francesco; Passaro, Lucia

Dataset for multimodal fake news detection and verification tasks Journal Article

In: Data in Brief, vol. 54, pp. 110440, 2024, ISSN: 2352-3409.

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Ducange, Pietro; Fazzolari, Michela; Marcelloni, Francesco; Marino, Martina; Matrella, Roberta

Continuous Monitoring of Body Shaming Actions in Social Networks Proceedings Article

In: 2024 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS), pp. 1-8, 2024.

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Dell'Oglio, Pietro; Bondielli, Alessandro; Marcelloni, Francesco

A System for Assisting Users in Automatically Obtaining Comprehensive and Condensed Information About an Event from Various Sources Proceedings Article

In: Abraham, Ajith; Bajaj, Anu; Hanne, Thomas; Siarry, Patrick; Ma, Kun (Ed.): Intelligent Systems Design and Applications, pp. 483–492, Springer Nature Switzerland, Cham, 2024, ISBN: 978-3-031-64847-2.

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Pecori, Riccardo; Panella, Giovanni; Vurro, Filippo; Bettelli, Manuele; Fazzolari, Michela; Ducange, Pietro

An Explainable Smart Agriculture System based on In- Vivo Biosensors Proceedings Article

In: 2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), pp. 1-8, 2024.

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Duarte-Martínez, V.; Perez, I. J.; Ducange, P.; Cobo, M. J

Understanding the Conceptual Structure of Large Language Models through Bibliographical Network Proceedings Article

In: 2024 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS), pp. 1-7, 2024.

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Panella, Giovanni; Ducange, Pietro; Bettelli, Manuele; Vurro, Filippo; Fazzolari, Michela; Pecori, Riccardo

Leveraging Incremental Decision Trees and In-Vivo Biosensors for an Explainable Plant Health Monitoring System Proceedings Article

In: 2024 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS), pp. 1-8, 2024.

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Olivelli, Martina; Donati, Massimiliano; Vianello, Annamaria; Petrucci, Ilaria; Masi, Stefano; Bechini, Alessio; Fanucci, Luca

Enhancing Precision of Telemonitoring of COVID-19 Patients through Expert System Based on IoT Data Elaboration Journal Article

In: Electronics, vol. 13, no. 8, 2024, ISSN: 2079-9292.

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2023

Merluzzi, Mattia; Borsos, Tamás; Rajatheva, Nandana; Benczúr, András A.; Farhadi, Hamed; Yassine, Taha; Mück, Markus Dominik; Barmpounakis, Sokratis; Strinati, Emilio Calvanese; Dampahalage, Dilin; Demestichas, Panagiotis; Ducange, Pietro; Filippou, Miltiadis C.; Baltar, Leonardo Gomes; Haraldson, Johan; Karaçay, Leyli; Korpi, Dani; Lamprousi, Vasiliki; Marcelloni, Francesco; Mohammadi, Jafar; Rajapaksha, Nuwanthika; Renda, Alessandro; Uusitalo, Mikko A.

The Hexa-X project vision on Artificial Intelligence and Machine Learning-driven Communication and Computation co-design for 6G Journal Article

In: IEEE Access, pp. 1-1, 2023.

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Cavalieri, A.; Ducange, Pietro; Fabi, S.; Russo, F.; Tonellotto, Nicola

An Intelligent system for the categorization of question time official documents of the Italian Chamber of Deputies Journal Article

In: Journal of Information Technology & Politics, vol. 20, no. 3, pp. 213-234, 2023.

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Bechini, Alessio; Bondielli, Alessandro; Dell'Oglio, Pietro; Marcelloni, Francesco

From basic approaches to novel challenges and applications in Sequential Pattern Mining Journal Article

In: Applied Computing and Intelligence, vol. 3, no. 1, pp. 44-78, 2023, ISSN: 2771-392X.

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Piccoli, Michele; Zoni, Davide; Fornaciari, William; Massari, Giuseppe; Cococcioni, Marco; Rossi, Federico; Saponara, Sergio; Ruffaldi, Emanuele

Dynamic Power Consumption of the Full Posit Processing Unit: Analysis and Experiments Proceedings Article

In: Bispo, João; Charles, Henri-Pierre; Cherubin, Stefano; Massari, Giuseppe (Ed.): 14th Workshop on Parallel Programming and Run-Time Management Techniques for Many-Core Architectures and 12th Workshop on Design Tools and Architectures for Multicore Embedded Computing Platforms (PARMA-DITAM 2023), pp. 6:1–6:11, Schloss Dagstuhl – Leibniz-Zentrum für Informatik, Dagstuhl, Germany, 2023, ISSN: 2190-6807.

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Nardini, Giovanni; Noferi, Alessandro; Ducange, Pietro; Stea, Giovanni

Exploiting Simu5G for generating datasets for training and testing AI models for 5G/6G network applications Journal Article

In: SoftwareX, vol. 21, pp. 101320, 2023, ISSN: 2352-7110.

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Gustafson, John L.; Cococcioni, Marco; Rossi, Federico; Ruffaldi, Emanuele; Saponara, Sergio

Decoding-Free Two-Input Arithmetic for Low-Precision Real Numbers Proceedings Article

In: Gustafson, John; Leong, Siew Hoon; Michalewicz, Marek (Ed.): Next Generation Arithmetic, pp. 61–76, Springer Nature Switzerland, Cham, 2023, ISBN: 978-3-031-32180-1.

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Paolini, Emilio; Marinis, Lorenzo De; Maggiani, Luca; Cococcioni, Marco; Andriolli, Nicola

CHARLES: A C++ fixed-point library for Photonic-Aware Neural Networks Journal Article

In: Neural Networks, vol. 162, pp. 531-540, 2023, ISSN: 0893-6080.

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Dell'Oglio, Pietro; Bondielli, Alessandro; Bechini, Alessio; Marcelloni, Francesco

Leveraging Sequence Mining for Robot Process Automation Proceedings Article

In: Abraham, Ajith; Pllana, Sabri; Casalino, Gabriella; Ma, Kun; Bajaj, Anu (Ed.): Intelligent Systems Design and Applications, pp. 224–233, Springer Nature Switzerland, Cham, 2023, ISBN: 978-3-031-35510-3.

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Ferrante, Nicola; Giuffrida, Gianluca; Nannipieri, Pietro; Bechini, Alessio; Fanucci, Luca

Fault Detection Exploiting Artificial Intelligence in Satellite Systems Proceedings Article

In: Ieracitano, Cosimo; Mammone, Nadia; Clemente, Marco Di; Mahmud, Mufti; Furfaro, Roberto; Morabito, Francesco Carlo (Ed.): The Use of Artificial Intelligence for Space Applications, pp. 151–166, Springer Nature Switzerland, Cham, 2023, ISBN: 978-3-031-25755-1.

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Sansone, Giacomo; Cococcioni, Marco

Experiments on Speeding Up the Recursive Fast Fourier Transform by Using AVX-512 SIMD Instructions Proceedings Article

In: Berta, Riccardo; Gloria, Alessandro De (Ed.): Applications in Electronics Pervading Industry, Environment and Society, pp. 255–263, Springer Nature Switzerland, Cham, 2023, ISBN: 978-3-031-30333-3.

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Donati, Massimiliano; Bechini, Alessio; D'Anna, Clelia; Fattori, Bruno; Marini, Marco; Olivelli, Martina; Pelagatti, Susanna; Ricci, Giulia; Schirinzi, Erika; Siciliano, Gabriele; Tavosanis, Mirko; Torri, Francesca; Vanello, Nicola; Fanucci, Luca

A Clinical Tool for Prognosis and Speech Rehabilitation in Dysarthric Patients: The DESIRE Project Proceedings Article

In: Berta, Riccardo; Gloria, Alessandro De (Ed.): Applications in Electronics Pervading Industry, Environment and Society, pp. 380–385, Springer Nature Switzerland, Cham, 2023, ISBN: 978-3-031-30333-3.

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Rossi, Federico; Fiaschi, Lorenzo; Cococcioni, Marco; Saponara, Sergio

Design and FPGA Synthesis of BAN Processing Unit for Non-Archimedean Number Crunching Proceedings Article

In: Berta, Riccardo; Gloria, Alessandro De (Ed.): Applications in Electronics Pervading Industry, Environment and Society, pp. 320–325, Springer Nature Switzerland, Cham, 2023, ISBN: 978-3-031-30333-3.

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Casalino, Gabriella; Ducange, Pietro; Fazzolari, Michela; Pecori, Riccardo

Incremental and Interpretable Learning Analytics Through Fuzzy Hoeffding Decision Trees Proceedings Article

In: Fulantelli, Giovanni; Burgos, Daniel; Casalino, Gabriella; Cimitile, Marta; Bosco, Giosuè Lo; Taibi, Davide (Ed.): Higher Education Learning Methodologies and Technologies Online, pp. 674–690, Springer Nature Switzerland, Cham, 2023, ISBN: 978-3-031-29800-4.

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Fioriti, Davide; Stevanato, Nicolò; Ducange, Pietro; Marcelloni, Francesco; Colombo, Emanuela; Poli, Davide

Data platform guidelines and prototype for microgrids and energy access: matching demand profiles and socio-economic data to foster project development Journal Article

In: IEEE Access, pp. 1-1, 2023.

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Daole, Mattia; Schiavo, Alessio; Bárcena, José Luis Corcuera; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro

OpenFL-XAI: Federated learning of explainable artificial intelligence models in Python Journal Article

In: SoftwareX, vol. 23, pp. 101505, 2023, ISSN: 2352-7110.

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Bárcena, José Luis Corcuera; Ducange, Pietro; Marcelloni, Francesco; Nardini, Giovanni; Noferi, Alessandro; Renda, Alessandro; Ruffini, Fabrizio; Schiavo, Alessio; Stea, Giovanni; Virdis, Antonio

Enabling federated learning of explainable AI models within beyond-5G/6G networks Journal Article

In: Computer Communications, 2023, ISSN: 0140-3664.

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Bondielli, A.; Dell'Oglio, P.; Lenci, A.; Marcelloni, F.; Passaro, L. C.; Sabbatini, M.

Multi-fake-detective at evalita 2023: Overview of the multimodal fake news detection and verification task Conference

EVALITA 2023: 8th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian, Sep 7-8, Parma, IT, vol. 3473, 2023.

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Dell’Oglio, Pietro; Bondielli, Alessandro; Marcelloni, Francesco

A System to Support Readers in Automatically Acquiring Complete Summarized Information on an Event from Different Sources Journal Article

In: Algorithms, vol. 16, no. 11, 2023, ISSN: 1999-4893.

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Bárcena, José Luis Corcuera; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro; Ruffini, Fabrizio; Schiavo, Alessio

Federated TSK Models for Predicting Quality of Experience in B5G/6G Networks Proceedings Article

In: 2023 IEEE International Conference on Fuzzy Systems (FUZZ), pp. 1-8, 2023.

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Bechini, Alessio; Daole, Mattia; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro

An Application for Federated Learning of XAI Models in Edge Computing Environments Proceedings Article

In: 2023 IEEE International Conference on Fuzzy Systems (FUZZ), pp. 1-7, 2023.

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Bárcena, José Luis Corcuera; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro; Ruffini, Fabrizio

Federated Learning of Explainable Artificial Intelligence Models for Predicting Parkinson's Disease Progression Proceedings Article

In: Longo, Luca (Ed.): Explainable Artificial Intelligence, pp. 630–648, Springer Nature Switzerland, Cham, 2023, ISBN: 978-3-031-44064-9.

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2022

Bechini, Alessio; Bondielli, Alessandro; Bárcena, José Luis Corcuera; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro

A News-Based Framework for Uncovering and Tracking City Area Profiles: Assessment in Covid-19 Setting Journal Article

In: ACM Trans. Knowl. Discov. Data, vol. 16, no. 6, 2022, ISSN: 1556-4681.

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Renda, Alessandro; Ducange, Pietro; Marcelloni, Francesco; Sabella, Dario; Filippou, Miltiadis C.; Nardini, Giovanni; Stea, Giovanni; Virdis, Antonio; Micheli, Davide; Rapone, Damiano; Baltar, Leonardo Gomes

Federated Learning of Explainable AI Models in 6G Systems: Towards Secure and Automated Vehicle Networking Journal Article

In: Information, vol. 13, no. 8, 2022, ISSN: 2078-2489.

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Fiaschi, Lorenzo; Cococcioni, Marco

A Non-Archimedean Interior Point Method and Its Application to the Lexicographic Multi-Objective Quadratic Programming Journal Article

In: Mathematics, vol. 10, no. 23, 2022, ISSN: 2227-7390.

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Emilio, Paolini; Marinis, Lorenzo De; Cococcioni, Marco; Valcarenghi, Luca; Maggiani, Luca; Andriolli, Nicola; others,

Photonic-Aware Neural Networks Journal Article

In: NEURAL COMPUTING & APPLICATIONS, 2022.

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Passaro, Lucia C.; Bondielli, Alessandro; Dell’Oglio, Pietro; Lenci, Alessandro; Marcelloni, Francesco

In-context annotation of topic-oriented datasets of fake news: A case study on the notre-dame fire event Journal Article

In: Information Sciences, vol. 615, pp. 657-677, 2022, ISSN: 0020-0255.

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Gallo, Gionatan; Rienzo, Francesco Di; Garzelli, Federico; Ducange, Pietro; Vallati, Carlo

A Smart System for Personal Protective Equipment Detection in Industrial Environments Based on Deep Learning at the Edge Journal Article

In: IEEE Access, vol. 10, pp. 110862-110878, 2022.

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Velez-Estevez, A.; Ducange, P.; Perez, I. J.; Cobo, M. J.

Conceptual structure of federated learning research field Journal Article

In: Procedia Computer Science, vol. 214, pp. 1374-1381, 2022, ISSN: 1877-0509, (9th International Conference on Information Technology and Quantitative Management).

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Lai, Leonardo; Fiaschi, Lorenzo; Cococcioni, Marco; Deb, Kalyanmoy

On the Use of Grossone Methodology for Handling Priorities in Multi-objective Evolutionary Optimization Book Chapter

In: Sergeyev, Yaroslav D.; Leone, Renato De (Ed.): Numerical Infinities and Infinitesimals in Optimization, pp. 183–218, Springer International Publishing, Cham, 2022, ISBN: 978-3-030-93642-6.

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Cococcioni, Marco; Fiaschi, Lorenzo; Lambertini, Luca

Computing Optimal Decision Strategies Using the Infinity Computer: The Case of Non-Archimedean Zero-Sum Games Book Chapter

In: Sergeyev, Yaroslav D.; Leone, Renato De (Ed.): Numerical Infinities and Infinitesimals in Optimization, pp. 271–295, Springer International Publishing, Cham, 2022, ISBN: 978-3-030-93642-6.

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Cococcioni, Marco; Cudazzo, Alessandro; Pappalardo, Massimo; Sergeyev, Yaroslav D.

Multi-objective Lexicographic Mixed-Integer Linear Programming: An Infinity Computer Approach Book Chapter

In: Sergeyev, Yaroslav D.; Leone, Renato De (Ed.): Numerical Infinities and Infinitesimals in Optimization, pp. 119–149, Springer International Publishing, Cham, 2022, ISBN: 978-3-030-93642-6.

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Bárcena, José Luis Corcuera; Ducange, Pietro; Ercolani, Alessio; Marcelloni, Francesco; Renda, Alessandro

An Approach to Federated Learning of Explainable Fuzzy Regression Models Proceedings Article

In: 2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), pp. 1-8, 2022.

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Bechini, Alessio; Bárcena, José Luis Corcuera; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro

Increasing Accuracy and Explainability in Fuzzy Regression Trees: An Experimental Analysis Proceedings Article

In: 2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), pp. 1-8, 2022.

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Lai, Leonardo; Fiaschi, Lorenzo; Cococcioni, Marco; Deb, Kalyanmoy

Pure and Mixed Lexicographic-Paretian Many-Objective Optimization: State of the Art Journal Article

In: Natural Computing, vol. 22, 2022.

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Paolini, E.; Marinis, L. De; Cococcioni, M.; Valcarenghi, L.; Maggiani, L.; Andriolli, N.

Photonic-Aware Neural Network: a fixed-point emulation of photonic hardware Proceedings Article

In: 2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC), pp. 01-03, 2022.

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Aversano, Lerina; Bernardi, Mario Luca; Cimitile, Marta; Ducange, Pietro; Fazzolari, Michela; Pecori, Riccardo

An Explainable and Evolving Car Driver Identification System based on Decision Trees Proceedings Article

In: 2022 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS), pp. 1-8, 2022.

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125 entries « 1 of 3 »