Edoardo Prezioso

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 21

Top Topics

Unsupervised Learning

Cultural Heritage

Structured Environments

Top Venues

IEEE J. Biomed. Health Informatics

Neural Comput. Appl.

ICDM (Workshops)

Publications

Martina Savoia, Edoardo Prezioso, Valeria Mele, Francesco Piccialli
Eco-FL: Enhancing Federated Learning sustainability in edge computing through energy-efficient client selection. Comput. Commun. 225 (2024)
Giuseppe Aceto, Fabio Giampaolo, Ciro Guida, Stefano Izzo, Antonio Pescapè, Francesco Piccialli, Edoardo Prezioso
Synthetic and privacy-preserving traffic trace generation using generative AI models for training Network Intrusion Detection Systems. J. Netw. Comput. Appl. 229 (2024)
Kai Peng, Peichen Liu, Muhammad Bilal, Xiaolong Xu, Edoardo Prezioso
Mobility and Privacy-Aware Offloading of AR Applications for Healthcare Cyber-Physical Systems in Edge Computing. IEEE Trans. Netw. Sci. Eng. 10 (5) (2023)
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)
Pian Qi, Fabio Giampaolo, Edoardo Prezioso, Francesco Piccialli
Unsupervised Learning for Depth Estimation in Unstructured Environments. BigData (2023)
Edoardo Prezioso, Fabio Giampaolo, Carlo Mazzocca, Armir Bujari, Valeria Mele, Flora Amato
Machine Learning Insights for Behavioral Data Analysis Supporting the Autonomous Vehicles Scenario. IEEE Internet Things J. 10 (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)
Fabio Giampaolo, Federico Gatta, Edoardo Prezioso, Salvatore Cuomo, Mengchu Zhou, Giancarlo Fortino, Francesco Piccialli
ENCODE - Ensemble neural combination for optimal dimensionality encoding in time-series forecasting. Inf. Fusion 100 (2023)
Edoardo Prezioso, Fabio Giampaolo, Stefano Izzo, Martina Savoia, Francesco Piccialli
Integrating Object Detection and Advanced Analytics for Smart City Crowd Management. ICNSC (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)
Fabio Giampaolo, Stefano Izzo, Edoardo Prezioso, Francesco Piccialli
Investigating Random Variations of the Forward-Forward Algorithm for Training Neural Networks. IJCNN (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)
Federico Gatta, Fabio Giampaolo, Edoardo Prezioso, Gang Mei, Salvatore Cuomo, Francesco Piccialli
Neural networks generative models for time series. J. King Saud Univ. Comput. Inf. Sci. 34 (Issue) (2022)
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)
Stefano Izzo, Edoardo Prezioso, Fabio Giampaolo, Valeria Mele, Vittorio Di Somma, Gang Mei
Classification of urban functional zones through deep learning. Neural Comput. Appl. 34 (9) (2022)
Edoardo Prezioso, Stefano Izzo, Fabio Giampaolo, Francesco Piccialli, G. Dell'Aversana Orabona, Renato Cuocolo, V. Abbate, Lorenzo Ugga, L. Califano
Predictive Medicine for Salivary Gland Tumours Identification Through Deep Learning. IEEE J. Biomed. Health Informatics 26 (10) (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)
Zhengjing Ma, Gang Mei, Edoardo Prezioso, Zhongjian Zhang, Nengxiong Xu
A deep learning approach using graph convolutional networks for slope deformation prediction based on time-series displacement data. Neural Comput. Appl. 33 (21) (2021)
Francesco Piccialli, Fabio Giampaolo, Edoardo Prezioso, David Camacho, Giovanni Acampora
Artificial intelligence and healthcare: Forecasting of medical bookings through multi-source time-series fusion. Inf. Fusion 74 (2021)
Francesco Piccialli, Fabio Giampaolo, Edoardo Prezioso, Danilo Crisci, Salvatore Cuomo
Predictive Analytics for Smart Parking: A Deep Learning Approach in Forecasting of IoT Data. ACM Trans. Internet Techn. 21 (3) (2021)
Francesco Piccialli, Giampaolo Casolla, Salvatore Cuomo, Fabio Giampaolo, Edoardo Prezioso, Vincenzo Schiano Di Cola
Unsupervised learning on multimedia data: a Cultural Heritage case study. Multim. Tools Appl. 79 (45-46) (2020)