Diletta Chiaro

Publication Activity (10 Years)

Years Active: 2022-2025
Publications (10 Years): 17

Top Topics

Top Venues

Future Gener. Comput. Syst.

ICDM (Workshops)

DASC/PiCom/CBDCom/CyberSciTech

Publications

Pian Qi, Diletta Chiaro, Francesco Piccialli
Small models, big impact: A review on the power of lightweight Federated Learning. Future Gener. Comput. Syst. 162 (2025)
Federico Gatta, Fabio Giampaolo, Diletta Chiaro, Francesco Piccialli
Predictive maintenance for offshore oil wells by means of deep learning features extraction. Expert Syst. J. Knowl. Eng. 41 (2) (2024)
Daniela Annunziata, Marzia Canzaniello, Diletta Chiaro, Stefano Izzo, Martina Savoia, Francesco Piccialli
On the Dynamics of Non-IID Data in Federated Learning and High-Performance Computing. PDP (2024)
Francesco Piccialli, Marzia Canzaniello, Diletta Chiaro, Stefano Izzo, Pian Qi
GRAPHITE - Generative Reasoning and Analysis for Predictive Handling in Traffic Efficiency. Inf. Fusion 106 (2024)
Pian Qi, Diletta Chiaro, Antonella Guzzo, Michele Ianni, Giancarlo Fortino, Francesco Piccialli
Model aggregation techniques in federated learning: A comprehensive survey. Future Gener. Comput. Syst. 150 (2024)
Rokas Gipiskis, Diletta Chiaro, Marco Preziosi, Edoardo Prezioso, Francesco Piccialli
The Impact of Adversarial Attacks on Interpretable Semantic Segmentation in Cyber-Physical Systems. IEEE Syst. J. 17 (4) (2023)
Fabio Giampaolo, Stefano Izzo, Edoardo Prezioso, Diletta Chiaro, Salvatore Cuomo, Valerio Bellandi, Francesco Piccialli
A Privacy Preserving Service-Oriented Approach for Data Anonymization Through Deep Learning. DASC/PiCom/CBDCom/CyberSciTech (2023)
Diletta Chiaro, Daniela Annuziata, Stefano Izzo, Francesco Piccialli
Unveiling engagement in virtual classrooms: a multimodal analysis. BigData (2023)
Federico Gatta, Carmela Iorio, Diletta Chiaro, Fabio Giampaolo, Salvatore Cuomo
Statistical arbitrage in the stock markets by the means of multiple time horizons clustering. Neural Comput. Appl. 35 (16) (2023)
Vincenzo Schiano Di Cola, Diletta Chiaro, Edoardo Prezioso, Stefano Izzo, Fabio Giampaolo
Insight Extraction From E-Health Bookings by Means of Hypergraph and Machine Learning. IEEE J. Biomed. Health Informatics 27 (10) (2023)
Diletta Chiaro, Edoardo Prezioso, Michele Ianni, Fabio Giampaolo
FL-Enhance: A federated learning framework for balancing non-IID data with augmented and shared compressed samples. Inf. Fusion 98 (2023)
Rokas Gipiskis, Diletta Chiaro, Daniela Annunziata, Francesco Piccialli
Ablation Studies in Activation Maps for Explainable Semantic Segmentation in Industry 4.0. EUROCON (2023)
Pian Qi, Diletta Chiaro, Fabio Giampaolo, Francesco Piccialli
A blockchain-based secure Internet of medical things framework for stress detection. Inf. Sci. 628 (2023)
Pian Qi, Diletta Chiaro, Francesco Piccialli
FL-FD: Federated learning-based fall detection with multimodal data fusion. Inf. Fusion 99 (2023)
Francesco Piccialli, Fabio Giampaolo, Vincenzo Schiano Di Cola, Federico Gatta, Diletta Chiaro, Edoardo Prezioso, Stefano Izzo, Salvatore Cuomo
A machine learning-based approach for mercury detection in marine waters. ICDM (Workshops) (2022)
Martina Savoia, Diletta Chiaro, Fabio Giampaolo, Salvatore Cuomo, Francesco Piccialli
The BIOCHIP project: A Deep Learning approach for multiwell segmentation. DASC/PiCom/CBDCom/CyberSciTech (2022)
Diletta Chiaro, Edoardo Prezioso, Stefano Izzo, Fabio Giampaolo, Salvatore Cuomo, Francesco Piccialli
Cut the peaches: image segmentation for utility pattern mining in food processing. ICDM (Workshops) (2022)