The BIOCHIP project: A Deep Learning approach for multiwell segmentation. - Martina Savoia; Diletta Chiaro; Fabio Giampaolo; Salvatore Cuomo; Francesco Piccialli (DASC/PiCom/CBDCom/CyberSciTech, 2022)

Cut the peaches: image segmentation for utility pattern mining in food processing. - Diletta Chiaro; Edoardo Prezioso; Stefano Izzo; Fabio Giampaolo; Salvatore Cuomo; Francesco Piccialli (ICDM (Workshops), 2022)

A machine learning-based approach for mercury detection in marine waters. - Francesco Piccialli; Fabio Giampaolo; Vincenzo Schiano Di Cola; Federico Gatta; Diletta Chiaro; Edoardo Prezioso; Stefano Izzo; Salvatore Cuomo (ICDM (Workshops), 2022)

Unveiling engagement in virtual classrooms: a multimodal analysis. - Diletta Chiaro; Daniela Annuziata; Stefano Izzo; Francesco Piccialli (IEEE Big Data, 2023)

A Privacy Preserving Service-Oriented Approach for Data Anonymization Through Deep Learning. - Fabio Giampaolo; Stefano Izzo; Edoardo Prezioso; Diletta Chiaro; Salvatore Cuomo; Valerio Bellandi; Francesco Piccialli (DASC/PiCom/CBDCom/CyberSciTech, 2023)

Ablation Studies in Activation Maps for Explainable Semantic Segmentation in Industry 4.0. - Rokas Gipiskis; Diletta Chiaro; Daniela Annunziata; Francesco Piccialli (EUROCON, 2023)

FL-Enhance: A federated learning framework for balancing non-IID data with augmented and shared compressed samples. - Diletta Chiaro; Edoardo Prezioso; Michele Ianni; Fabio Giampaolo (Inf. Fusion, 2023)

A blockchain-based secure Internet of medical things framework for stress detection. - Pian Qi; Diletta Chiaro; Fabio Giampaolo; Francesco Piccialli (Inf. Sci., 2023)

Statistical arbitrage in the stock markets by the means of multiple time horizons clustering. - Federico Gatta; Carmela Iorio; Diletta Chiaro; Fabio Giampaolo; Salvatore Cuomo (Neural Comput. Appl., 2023)

Insight Extraction From E-Health Bookings by Means of Hypergraph and Machine Learning. - Vincenzo Schiano Di Cola; Diletta Chiaro; Edoardo Prezioso; Stefano Izzo; Fabio Giampaolo (IEEE J. Biomed. Health Informatics, 2023)

FL-FD: Federated learning-based fall detection with multimodal data fusion. - Pian Qi; Diletta Chiaro; Francesco Piccialli (Inf. Fusion, 2023)

The Impact of Adversarial Attacks on Interpretable Semantic Segmentation in Cyber-Physical Systems. - Rokas Gipiskis; Diletta Chiaro; Marco Preziosi; Edoardo Prezioso; Francesco Piccialli (IEEE Syst. J., 2023)

Improving Energy Consumption Forecasting with Contextual Awareness: A Hybrid Deep Learning Perspective. - Sundas Sarwar; Diletta Chiaro; Edoardo Prezioso; Sara Amitrano; Salvatore Cuomo; Francesco Piccialli (IEEE Big Data, 2024)

SHELOB-FFL: addressing Systems HEterogeneity with LOcally Backpropagated Forward-Forward Learning. - Stefano Izzo; Fabio Giampaolo; Diletta Chiaro; Francesco Piccialli (ICDCSW, 2024)

FLOWS: Federated Learning Optimization With Sinkhorn. - Diletta Chiaro; Fabio Giampaolo; Sara Amitrano; Francesco Piccialli (ISCC, 2024)

On the Dynamics of Non-IID Data in Federated Learning and High-Performance Computing. - Daniela Annunziata; Marzia Canzaniello; Diletta Chiaro; Stefano Izzo; Martina Savoia; Francesco Piccialli (PDP, 2024)

KAFÈ: Kernel Aggregation for FEderated. - Pian Qi; Diletta Chiaro; Fabio Giampaolo; Francesco Piccialli (ECML/PKDD (4), 2024)

GRAPHITE - Generative Reasoning and Analysis for Predictive Handling in Traffic Efficiency. - Francesco Piccialli; Marzia Canzaniello; Diletta Chiaro; Stefano Izzo; Pian Qi (Inf. Fusion, 2024)

Model aggregation techniques in federated learning: A comprehensive survey. - Pian Qi; Diletta Chiaro; Antonella Guzzo; Michele Ianni; Giancarlo Fortino; Francesco Piccialli (Future Gener. Comput. Syst., 2024)

Predictive maintenance for offshore oil wells by means of deep learning features extraction. - Federico Gatta; Fabio Giampaolo; Diletta Chiaro; Francesco Piccialli (Expert Syst. J. Knowl. Eng., 2024)

FLAME: Federated Learning for Attack Mitigation and Evasion. - Diletta Chiaro; Pian Qi; Edoardo Prezioso; Antonella Guzzo; Francesco Piccialli (IPDPS, 2025)

AGRIFOLD: AGRIculture Federated learning for Optimized Leaf disease Detection. - Francesco Piccialli; Ciro Della Bruna; Diletta Chiaro; Pian Qi; Martina Savoia (Expert Syst. Appl., 2025)

AgentAI: A comprehensive survey on autonomous agents in distributed AI for industry 4.0. - Francesco Piccialli; Diletta Chiaro; Sundas Sarwar; Donato Cerciello; Pian Qi; Valeria Mele (Expert Syst. Appl., 2025)

Small models, big impact: A review on the power of lightweight Federated Learning. - Pian Qi; Diletta Chiaro; Francesco Piccialli (Future Gener. Comput. Syst., 2025)

Federated and edge learning for large language models. - Francesco Piccialli; Diletta Chiaro; Pian Qi; Valerio Bellandi; Ernesto Damiani (Inf. Fusion, 2025)

CAPTURE - Computational Analysis and Predictive Techniques for Urban Resource Efficiency. - Marzia Canzaniello; Stefano Izzo; Diletta Chiaro; Antonella Longo; Francesco Piccialli (Expert Syst. J. Knowl. Eng., 2025)

On the Road to AIoT: A Framework for Vehicle Road Cooperation. - Daniela Annunziata; Diletta Chiaro; Pian Qi; Francesco Piccialli (IEEE Internet Things J., 2025)

Generative AI-Empowered Digital Twin: A Comprehensive Survey With Taxonomy. - Diletta Chiaro; Pian Qi; Antonio Pescapè; Francesco Piccialli (IEEE Trans. Ind. Informatics, 2025)