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Diletta Chiaro
Diletta Chiaro
在 unina.it 的電子郵件地址已通過驗證
標題
引用次數
引用次數
年份
Model aggregation techniques in federated learning: A comprehensive survey
P Qi, D Chiaro, A Guzzo, M Ianni, G Fortino, F Piccialli
Future Generation Computer Systems 150, 272-293, 2024
862024
FL-FD: Federated learning-based fall detection with multimodal data fusion
P Qi, D Chiaro, F Piccialli
Information fusion 99, 101890, 2023
462023
A blockchain-based secure Internet of medical things framework for stress detection
P Qi, D Chiaro, F Giampaolo, F Piccialli
Information Sciences 628, 377-390, 2023
342023
FL-Enhance: A federated learning framework for balancing non-IID data with augmented and shared compressed samples
D Chiaro, E Prezioso, M Ianni, F Giampaolo
Information Fusion 98, 101836, 2023
162023
Predictive maintenance for offshore oil wells by means of deep learning features extraction
F Gatta, F Giampaolo, D Chiaro, F Piccialli
Expert Systems 41 (2), e13128, 2024
152024
The impact of adversarial attacks on interpretable semantic segmentation in cyber–physical systems
R Gipiškis, D Chiaro, M Preziosi, E Prezioso, F Piccialli
IEEE Systems Journal 17 (4), 5327-5334, 2023
82023
Insight extraction from e-Health bookings by means of Hypergraph and Machine Learning
VS Di Cola, D Chiaro, E Prezioso, S Izzo, F Giampaolo
IEEE Journal of Biomedical and Health Informatics 27 (10), 4649-4659, 2023
82023
Ablation Studies in Activation Maps for Explainable Semantic Segmentation in Industry 4.0
R Gipiškis, D Chiaro, D Annunziata, F Piccialli
IEEE EUROCON 2023-20th International Conference on Smart Technologies, 36-41, 2023
52023
Statistical arbitrage in the stock markets by the means of multiple time horizons clustering
F Gatta, C Iorio, D Chiaro, F Giampaolo, S Cuomo
Neural Computing and Applications 35 (16), 11713-11731, 2023
32023
The BIOCHIP project: A Deep Learning approach for multiwell segmentation
M Savoia, D Chiaro, F Giampaolo, S Cuomo, F Piccialli
2022 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf …, 2022
32022
GRAPHITE—Generative Reasoning and Analysis for Predictive Handling in Traffic Efficiency
F Piccialli, M Canzaniello, D Chiaro, S Izzo, P Qi
Information Fusion 106, 102265, 2024
22024
Small models, big impact: A review on the power of lightweight Federated Learning
P Qi, D Chiaro, F Piccialli
Future Generation Computer Systems, 107484, 2024
12024
On the Dynamics of Non-IID Data in Federated Learning and High-Performance Computing
D Annunziata, M Canzaniello, D Chiaro, S Izzo, M Savoia, F Piccialli
2024 32nd Euromicro International Conference on Parallel, Distributed and …, 2024
12024
Cut the peaches: image segmentation for utility pattern mining in food processing
D Chiaro, E Prezioso, S Izzo, F Giampaolo, S Cuomo, F Piccialli
2022 IEEE International Conference on Data Mining Workshops (ICDMW), 497-506, 2022
12022
A machine learning-based approach for mercury detection in marine waters
F Piccialli, F Giampaolo, VS Di Cola, F Gatta, D Chiaro, E Prezioso, S Izzo, ...
2022 IEEE International Conference on Data Mining Workshops (ICDMW), 1-10, 2022
12022
On the Road to AIoT: A Framework for Vehicle Road Cooperation
D Annunziata, D Chiaro, P Qi, F Piccialli
IEEE Internet of Things Journal, 2024
2024
KAFÈ: Kernel Aggregation for FEderated
P Qi, D Chiaro, F Giampaolo, F Piccialli
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2024
2024
SHELOB-FFL: addressing Systems HEterogeneity with LOcally Backpropagated Forward-Forward Learning
S Izzo, F Giampaolo, D Chiaro, F Piccialli
2024 IEEE 44th International Conference on Distributed Computing Systems …, 2024
2024
FLOWS: Federated Learning Optimization With Sinkhorn
D Chiaro, F Giampaolo, S Amitrano, F Piccialli
2024 IEEE Symposium on Computers and Communications (ISCC), 1-6, 2024
2024
Unveiling the Potential of Machine Learning in Activity Recognition for Industry 4.0
D Chiaro, P Qi, MD Rosa, S Cuomo, F Piccialli
Activity Recognition and Prediction for Smart IoT Environments, 141-159, 2024
2024
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