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Journal Articles
- 2025
[j9]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)- 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) - 2023
- [j6]Pian Qi, Diletta Chiaro, Francesco Piccialli:
FL-FD: Federated learning-based fall detection with multimodal data fusion. Inf. Fusion 99: 101890 (2023) - [j5]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) - [j4]Jingzhi Tu, Chun Liu, Pian Qi:
Physics-Informed Neural Network Integrating PointNet-Based Adaptive Refinement for Investigating Crack Propagation in Industrial Applications. IEEE Trans. Ind. Informatics 19(2): 2210-2218 (2023) - 2022
- [j3]Fabio Giampaolo, Mariapia De Rosa, Pian Qi, Stefano Izzo, Salvatore Cuomo:
Physics-informed neural networks approach for 1D and 2D Gray-Scott systems. Adv. Model. Simul. Eng. Sci. 9(1): 5 (2022) - 2020
- [j2]Gang Mei, Nengxiong Xu, Jiayu Qin, Bowen Wang, Pian Qi:
A Survey of Internet of Things (IoT) for Geohazard Prevention: Applications, Technologies, and Challenges. IEEE Internet Things J. 7(5): 4371-4386 (2020) - [j1]Jingzhi Tu, Guoxiang Yang, Pian Qi, Zengyu Ding, Gang Mei:
Comparative investigation of parallel spatial interpolation algorithms for building large-scale digital elevation models. PeerJ Comput. Sci. 6: e263 (2020)
Conference and Workshop Papers
- 2024
- [c2]Pian Qi, Diletta Chiaro, Fabio Giampaolo, Francesco Piccialli:
KAFÈ: Kernel Aggregation for FEderated. ECML/PKDD (4) 2024: 56-71 - 2023
- [c1]Pian Qi, Fabio Giampaolo, Edoardo Prezioso, Francesco Piccialli:
Unsupervised Learning for Depth Estimation in Unstructured Environments. IEEE Big Data 2023: 5102-5109
Coauthor Index
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