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ORCIDDiletta Chiaro
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2020 – today
- 2025
[j12]Marzia Canzaniello
, Stefano Izzo, Diletta Chiaro, Antonella Longo, Francesco Piccialli:
CAPTURE - Computational Analysis and Predictive Techniques for Urban Resource Efficiency. Expert Syst. J. Knowl. Eng. 42(2) (2025)- [j11]Pian Qi, Diletta Chiaro, Francesco Piccialli:
Small models, big impact: A review on the power of lightweight Federated Learning. Future Gener. Comput. Syst. 162: 107484 (2025) - [j10]Francesco Piccialli, Diletta Chiaro, Pian Qi, Valerio Bellandi, Ernesto Damiani:
Federated and edge learning for large language models. Inf. Fusion 117: 102840 (2025) - 2024
- [j9]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) - [j8]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: 272-293 (2024) - [j7]Francesco Piccialli, Marzia Canzaniello, Diletta Chiaro, Stefano Izzo, Pian Qi:
GRAPHITE - Generative Reasoning and Analysis for Predictive Handling in Traffic Efficiency. Inf. Fusion 106: 102265 (2024) - [c11]Sundas Sarwar, Diletta Chiaro, Edoardo Prezioso, Sara Amitrano, Salvatore Cuomo, Francesco Piccialli:
Improving Energy Consumption Forecasting with Contextual Awareness: A Hybrid Deep Learning Perspective. IEEE Big Data 2024: 6765-6774 - [c10]Stefano Izzo, Fabio Giampaolo, Diletta Chiaro, Francesco Piccialli:
SHELOB-FFL: addressing Systems HEterogeneity with LOcally Backpropagated Forward-Forward Learning. ICDCSW 2024: 23-28 - [c9]Diletta Chiaro, Fabio Giampaolo, Sara Amitrano, Francesco Piccialli:
FLOWS: Federated Learning Optimization With Sinkhorn. ISCC 2024: 1-6 - [c8]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: 230-237 - [c7]Pian Qi, Diletta Chiaro, Fabio Giampaolo, Francesco Piccialli:
KAFÈ: Kernel Aggregation for FEderated. ECML/PKDD (4) 2024: 56-71 - 2023
- [j6]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: 101836 (2023) - [j5]Pian Qi, Diletta Chiaro, Francesco Piccialli:
FL-FD: Federated learning-based fall detection with multimodal data fusion. Inf. Fusion 99: 101890 (2023) - [j4]Pian Qi, Diletta Chiaro, Fabio Giampaolo, Francesco Piccialli:
A blockchain-based secure Internet of medical things framework for stress detection. Inf. Sci. 628: 377-390 (2023) - [j3]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): 11713-11731 (2023) - [j2]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): 5327-5334 (2023) - [j1]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): 4649-4659 (2023) - [c6]Diletta Chiaro, Daniela Annuziata, Stefano Izzo, Francesco Piccialli:
Unveiling engagement in virtual classrooms: a multimodal analysis. IEEE Big Data 2023: 4761-4769 - [c5]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: 738-746 - [c4]Rokas Gipiskis, Diletta Chiaro, Daniela Annunziata, Francesco Piccialli:
Ablation Studies in Activation Maps for Explainable Semantic Segmentation in Industry 4.0. EUROCON 2023: 36-41 - 2022
- [c3]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: 1-8 - [c2]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: 1-10 - [c1]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: 497-506
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