Stefano Izzo

26 papers A 1B 2C 2Journal 14Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
MAKES-QA: A multi-agent framework for knowledge graph construction and enrichment over scientific literature for question answering.
Expert Syst. Appl.
Anna Borrelli, Valentina De Angelis, Stefano Izzo, Fabio Giampaolo, Francesco Piccialli
2025 J jnl
CAPTURE - Computational Analysis and Predictive Techniques for Urban Resource Efficiency.
Expert Syst. J. Knowl. Eng.
Marzia Canzaniello, Stefano Izzo, Diletta Chiaro, Antonella Longo, Francesco Piccialli
2024 J jnl
A secure and privacy preserved infrastructure for VANETs based on federated learning with local differential privacy.
Inf. Sci.
Hajira Batool, Adeel Anjum, Abid Khan, Stefano Izzo, Carlo Mazzocca, Gwanggil Jeon
2024 J jnl
GRAPHITE - Generative Reasoning and Analysis for Predictive Handling in Traffic Efficiency.
Inf. Fusion
Francesco Piccialli, Marzia Canzaniello, Diletta Chiaro, Stefano Izzo, Pian Qi
2024 C conf
On the Dynamics of Non-IID Data in Federated Learning and High-Performance Computing.
PDP
Daniela Annunziata, Marzia Canzaniello, Diletta Chiaro, Stefano Izzo, Martina Savoia, Francesco Piccialli
2024 — conf
SHELOB-FFL: addressing Systems HEterogeneity with LOcally Backpropagated Forward-Forward Learning.
ICDCSW
Stefano Izzo, Fabio Giampaolo, Diletta Chiaro, 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 C conf
Coupling constrained-based flux sampling and clustering to tackle cancer metabolic heterogeneity.
PDP
Bruno G. Galuzzi, Stefano Izzo, Fabio Giampaolo, Salvatore Cuomo, Marco Vanoni, Lilia Alberghina, Chiara Damiani, Francesco Piccialli
2023 — conf
Graph Neural Networks in Emergency Management: A Case Study on Fire Call Assignment.
DASC/PiCom/CBDCom/CyberSciTech
Stefano Izzo, Marzia Canzaniello, Martina Savoia, Fabio Giampaolo, Francesco Piccialli
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 A conf
Real-Time Anonymization of Sensitive Personal Data Using a Service-Based Architecture.
ICWS
Fabio Giampaolo, Stefano Izzo, Stefano Siccardi, Antongiacomo Polimeno, Valerio Bellandi, Francesco Piccialli
2023 J jnl
Solving groundwater flow equation using physics-informed neural networks.
Comput. Math. Appl.
Salvatore Cuomo, Mariapia De Rosa, Fabio Giampaolo, Stefano Izzo, Vincenzo Schiano Di Cola
2023 J jnl
Statistics-Physics-Based Interpretation of the Classification Reliability of Convolutional Neural Networks in Industrial Automation Domain.
IEEE Trans. Ind. Informatics
Eric Ke Wang, Zicong Chen, Mingjia Zhu, Siu-Ming Yiu, Chien-Ming Chen, Mohammad Mehedi Hassan, Stefano Izzo, Giancarlo Fortino
2023 B conf
Unveiling engagement in virtual classrooms: a multimodal analysis.
IEEE Big Data
Diletta Chiaro, Daniela Annuziata, Stefano Izzo, 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
A physics-informed learning approach to Bernoulli-type free boundary problems.
Comput. Math. Appl.
Salvatore Cuomo, Fabio Giampaolo, Stefano Izzo, Carlo Nitsch, Francesco Piccialli, Cristina Trombetti
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
Physics-informed neural networks approach for 1D and 2D Gray-Scott systems.
Adv. Model. Simul. Eng. Sci.
Fabio Giampaolo, Mariapia De Rosa, Pian Qi, Stefano Izzo, Salvatore Cuomo
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
2022 J jnl
Revealing Influence of Meteorological Conditions on Air Quality Prediction Using Explainable Deep Learning.
IEEE Access
Yuting Yang, Gang Mei, Stefano Izzo
2021 J jnl
Deep Learning for the Approximation of a Shape Functional.
CoRR
Francesco Calabrò, Salvatore Cuomo, Fabio Giampaolo, Stefano Izzo, Carlo Nitsch, Francesco Piccialli, Cristina Trombetti
2018 — conf
Towards an Agile and Ontology-Aided Modeling Environment for DSML Adaptation.
CAiSE Workshops
Emanuele Laurenzi, Knut Hinkelmann, Stefano Izzo, Ulrich Reimer, Alta van der Merwe