Edoardo Prezioso

26 papers A 1B 3Journal 17Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
FEDCOM: FEDerated Communication-Efficient Object Detection Model.
IEEE Wirel. Commun.
Flora Amato, Ciro Della Bruna, Martina Savoia, Edoardo Prezioso, Francesco Piccialli
2025 A conf
FLAME: Federated Learning for Attack Mitigation and Evasion.
IPDPS
Diletta Chiaro, Pian Qi, Edoardo Prezioso, Antonella Guzzo, Francesco Piccialli
2025 J jnl
FLAMES - Federated Learning for Advanced MEdical Segmentation.
Expert Syst. J. Knowl. Eng.
Martina Savoia, Edoardo Prezioso, Francesco Piccialli
2024 J jnl
Eco-FL: Enhancing Federated Learning sustainability in edge computing through energy-efficient client selection.
Comput. Commun.
Martina Savoia, Edoardo Prezioso, Valeria Mele, Francesco Piccialli
2024 B conf
Improving Energy Consumption Forecasting with Contextual Awareness: A Hybrid Deep Learning Perspective.
IEEE Big Data
Sundas Sarwar, Diletta Chiaro, Edoardo Prezioso, Sara Amitrano, Salvatore Cuomo, Francesco Piccialli
2024 — conf
Leveraging Digital Twins and Generative AI for Effective Urban Mobility Management.
CyberSciTech
Marzia Canzaniello, Sara Amitrano, Edoardo Prezioso, Fabio Giampaolo, Salvatore Cuomo, Francesco Piccialli
2024 J jnl
Synthetic and privacy-preserving traffic trace generation using generative AI models for training Network Intrusion Detection Systems.
J. Netw. Comput. Appl.
Giuseppe Aceto, Fabio Giampaolo, Ciro Guida, Stefano Izzo, Antonio Pescapè, Francesco Piccialli, Edoardo Prezioso
2023 — conf
A Privacy Preserving Service-Oriented Approach for Data Anonymization Through Deep Learning.
DASC/PiCom/CBDCom/CyberSciTech
Fabio Giampaolo, Stefano Izzo, Edoardo Prezioso, Diletta Chiaro, Salvatore Cuomo, Valerio Bellandi, Francesco Piccialli
2023 J jnl
ENCODE - Ensemble neural combination for optimal dimensionality encoding in time-series forecasting.
Inf. Fusion
Fabio Giampaolo, Federico Gatta, Edoardo Prezioso, Salvatore Cuomo, MengChu Zhou, Giancarlo Fortino, Francesco Piccialli
2023 J jnl
FL-Enhance: A federated learning framework for balancing non-IID data with augmented and shared compressed samples.
Inf. Fusion
Diletta Chiaro, Edoardo Prezioso, Michele Ianni, Fabio Giampaolo
2023 J jnl
Insight Extraction From E-Health Bookings by Means of Hypergraph and Machine Learning.
IEEE J. Biomed. Health Informatics
Vincenzo Schiano Di Cola, Diletta Chiaro, Edoardo Prezioso, Stefano Izzo, Fabio Giampaolo
2023 — conf
Integrating Object Detection and Advanced Analytics for Smart City Crowd Management.
ICNSC
Edoardo Prezioso, Fabio Giampaolo, Stefano Izzo, Martina Savoia, Francesco Piccialli
2023 B conf
Investigating Random Variations of the Forward-Forward Algorithm for Training Neural Networks.
IJCNN
Fabio Giampaolo, Stefano Izzo, Edoardo Prezioso, Francesco Piccialli
2023 J jnl
Machine Learning Insights for Behavioral Data Analysis Supporting the Autonomous Vehicles Scenario.
IEEE Internet Things J.
Edoardo Prezioso, Fabio Giampaolo, Carlo Mazzocca, Armir Bujari, Valeria Mele, Flora Amato
2023 J jnl
Mobility and Privacy-Aware Offloading of AR Applications for Healthcare Cyber-Physical Systems in Edge Computing.
IEEE Trans. Netw. Sci. Eng.
Kai Peng, Peichen Liu, Muhammad Bilal, Xiaolong Xu, Edoardo Prezioso
2023 J jnl
The Impact of Adversarial Attacks on Interpretable Semantic Segmentation in Cyber-Physical Systems.
IEEE Syst. J.
Rokas Gipiskis, Diletta Chiaro, Marco Preziosi, Edoardo Prezioso, Francesco Piccialli
2023 B conf
Unsupervised Learning for Depth Estimation in Unstructured Environments.
IEEE Big Data
Pian Qi, Fabio Giampaolo, Edoardo Prezioso, Francesco Piccialli
2022 — conf
A machine learning-based approach for mercury detection in marine waters.
ICDM (Workshops)
Francesco Piccialli, Fabio Giampaolo, Vincenzo Schiano Di Cola, Federico Gatta, Diletta Chiaro, Edoardo Prezioso, Stefano Izzo, Salvatore Cuomo
2022 J jnl
Classification of urban functional zones through deep learning.
Neural Comput. Appl.
Stefano Izzo, Edoardo Prezioso, Fabio Giampaolo, Valeria Mele, Vittorio Di Somma, Gang Mei
2022 — conf
Cut the peaches: image segmentation for utility pattern mining in food processing.
ICDM (Workshops)
Diletta Chiaro, Edoardo Prezioso, Stefano Izzo, Fabio Giampaolo, Salvatore Cuomo, Francesco Piccialli
2022 J jnl
Neural networks generative models for time series.
J. King Saud Univ. Comput. Inf. Sci.
Federico Gatta, Fabio Giampaolo, Edoardo Prezioso, Gang Mei, Salvatore Cuomo, Francesco Piccialli
2022 J jnl
Predictive Medicine for Salivary Gland Tumours Identification Through Deep Learning.
IEEE J. Biomed. Health Informatics
Edoardo Prezioso, Stefano Izzo, Fabio Giampaolo, Francesco Piccialli, Giovanni Dell'Aversana Orabona, Renato Cuocolo, Vincenzo Abbate, Lorenzo Ugga, L. Califano
2021 J jnl
A deep learning approach using graph convolutional networks for slope deformation prediction based on time-series displacement data.
Neural Comput. Appl.
Zhengjing Ma, Gang Mei, Edoardo Prezioso, Zhongjian Zhang, Nengxiong Xu
2021 J jnl
Artificial intelligence and healthcare: Forecasting of medical bookings through multi-source time-series fusion.
Inf. Fusion
Francesco Piccialli, Fabio Giampaolo, Edoardo Prezioso, David Camacho, Giovanni Acampora
2021 J jnl
Predictive Analytics for Smart Parking: A Deep Learning Approach in Forecasting of IoT Data.
ACM Trans. Internet Techn.
Francesco Piccialli, Fabio Giampaolo, Edoardo Prezioso, Danilo Crisci, Salvatore Cuomo
2020 J jnl
Unsupervised learning on multimedia data: a Cultural Heritage case study.
Multim. Tools Appl.
Francesco Piccialli, Giampaolo Casolla, Salvatore Cuomo, Fabio Giampaolo, Edoardo Prezioso, Vincenzo Schiano Di Cola