Diletta Chiaro

According to our database, Diletta Chiaro authored at least 21 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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., February, 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

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., February, 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., January, 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

KAFÈ: Kernel Aggregation for FEderated.

Pian Qi, Diletta Chiaro, Fabio Giampaolo, Francesco Piccialli

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 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

Proceedings of the 32nd Euromicro International Conference on Parallel, 2024

FLOWS: Federated Learning Optimization With Sinkhorn.

Diletta Chiaro, Fabio Giampaolo, Sara Amitrano, Francesco Piccialli

Proceedings of the IEEE Symposium on Computers and Communications, 2024

SHELOB-FFL: addressing Systems HEterogeneity with LOcally Backpropagated Forward-Forward Learning.

Stefano Izzo, Fabio Giampaolo, Diletta Chiaro, Francesco Piccialli

Proceedings of the 44th IEEE International Conference on Distributed Computing Systems, ICDCS 2024, 2024

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., December, 2023

FL-FD: Federated learning-based fall detection with multimodal data fusion.

Pian Qi, Diletta Chiaro, Francesco Piccialli

Inf. Fusion, November, 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, October, 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., June, 2023

A blockchain-based secure Internet of medical things framework for stress detection.

Pian Qi, Diletta Chiaro, Fabio Giampaolo, Francesco Piccialli

Inf. Sci., May, 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

Ablation Studies in Activation Maps for Explainable Semantic Segmentation in Industry 4.0.

Rokas Gipiskis, Diletta Chiaro, Daniela Annunziata, Francesco Piccialli

Proceedings of the 20th IEEE International Conference on Smart Technologies, 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

Proceedings of the IEEE Intl Conf on Dependable, 2023

Unveiling engagement in virtual classrooms: a multimodal analysis.

Diletta Chiaro, Daniela Annuziata, Stefano Izzo, Francesco Piccialli

Proceedings of the IEEE International Conference on Big Data, 2023

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

Proceedings of the IEEE International Conference on Data Mining Workshops, 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

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

The BIOCHIP project: A Deep Learning approach for multiwell segmentation.

Martina Savoia, Diletta Chiaro, Fabio Giampaolo, Salvatore Cuomo, Francesco Piccialli

Proceedings of the IEEE Intl. Conf. on Dependable, 2022