Patrizia Agnello

According to our database, Patrizia Agnello authored at least 16 papers between 2012 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2026

A Privacy-Preserving and Explainable Method for Diabetic Retinopathy Classification and Localization.

Giovanni Ciaramella, Mario Cesarelli, Fabio Martinelli, Patrizia Agnello, Marta Petyx, Antonella Santone, Francesco Mercaldo

IEEE Access, 2026

A Method for Privacy-Preserving and Explainable Pneumonia Detection and Localisation.

Miriam Di Renzo, Filomena Niro, Desirè Menditto, Patrizia Agnello, Marta Petyx, Mario Cesarelli, Fabio Martinelli, Antonella Santone, Francesco Mercaldo

Proceedings of the 19th International Joint Conference on Biomedical Engineering Systems and Technologies, 2026

2025

A Deep Learning-Based Approach for Explainable Microsatellite Instability Detection in Gastrointestinal Malignancies.

Ludovica Ciardiello, Patrizia Agnello, Marta Petyx, Fabio Martinelli, Mario Cesarelli, Antonella Santone, Francesco Mercaldo

J. Imaging, 2025

A Privacy-Preserving and Explainable Approach for Anomaly Detection in Substation Networks.

Paul Tavolato, Oliver Eigner, Philipp Kreimel-Haindl, Patrizia Agnello, Marta Petyx, Antonella Santone, Fabio Martinelli, Francesco Mercaldo

Proceedings of the Computational Intelligence - 17th International Joint Conference, 2025

A Privacy-Preserving Method for Explainable Multiple Sclerosis Detection Through Federated Machine Learning.

Filomena Niro, Miriam Di Renzo, Patrizia Agnello, Marta Petyx, Giovanni Ciaramella, Fabio Martinelli, Mario Cesarelli, Antonella Santone, Francesco Mercaldo

Proceedings of the Image Analysis and Processing - ICIAP 2025 Workshops, 2025

Flip_VIT: An Explainable Federated Learning Framework for Privacy-Preserving Biomedical Imaging Analysis.

Francesco Mercaldo, Marcello Di Giammarco, Filomena Niro, Miriam Di Renzo, Mario Cesarelli, Fabio Martinelli, Patrizia Agnello, Marta Petyx, Antonella Santone

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

BIOFED: A Biomedical Federated and Explainable Framework for Object Detection.

Francesco Mercaldo, Marcello Di Giammarco, Filomena Niro, Miriam Di Renzo, Mario Cesarelli, Fabio Martinelli, Patrizia Agnello, Marta Petyx, Antonella Santone

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

2023

Industrial safety management in the digital era: Constructing a knowledge graph from near misses.

Francesco Simone, Silvia Maria Ansaldi, Patrizia Agnello, Riccardo Patriarca

Comput. Ind., April, 2023

Lessons learned from HIAD 2.0: Inspection and maintenance to avoid hydrogen-induced material failures.

Alessandro Campari, Antonio Javier Nakhal Akel, Federico Ustolin, Antonio Alvaro, Alessandro Ledda, Patrizia Agnello, Pietro Moretto, Riccardo Patriarca, Nicola Paltrinieri

Comput. Chem. Eng., 2023

2021

RECKONition: a NLP-based system for Industrial Accidents at Work Prevention.

Patrizia Agnello, Silvia Maria Ansaldi, Emilia Lenzi, Alessio Mongelluzzo, Manuel Roveri

CoRR, 2021

RECKONition: a NLP-based system for Industrial Accidents at Work Prevention (Discussion Paper).

Patrizia Agnello, Silvia Maria Ansaldi, Emilia Lenzi, Alessio Mongelluzzo, Manuel Roveri

Proceedings of the 29th Italian Symposium on Advanced Database Systems, 2021

RECKOn: a REal-world, Context-aware KnOwledge-based lab (Discussion Paper).

Patrizia Agnello, Silvia Maria Ansaldi, Emilia Lenzi, Alessio Mongelluzzo, Davide Piantella, Manuel Roveri, Fabio Alberto Schreiber, Alessandra Scutti, Mahsa Shekari, Letizia Tanca

Proceedings of the 29th Italian Symposium on Advanced Database Systems, 2021

Extraction of Medical Concepts from Italian Natural Language Descriptions (Discussion Paper).

Patrizia Agnello, Silvia Maria Ansaldi, Fabio Azzalini, Giovanni Gangemi, Davide Piantella, Emanuele Rabosio, Letizia Tanca

Proceedings of the 29th Italian Symposium on Advanced Database Systems, 2021

2019

Standardizing Language with Word Embeddings and Language Modeling in Reports of Near Misses in Seveso Industries.

Simone Bruno, Silvia Maria Ansaldi, Patrizia Agnello, Fabio Massimo Zanzotto

Proceedings of the Sixth Italian Conference on Computational Linguistics, 2019

2015

An Ontology for Representing and Extracting Knowledge Starting from Open Data of Public Administrations.

Patrizia Agnello, Silvia Maria Ansaldi

Proceedings of the DATA 2015, 2015

2012

An Ontology for the Identification of the most Appropriate Risk Management Methodology.

Silvia Maria Ansaldi, Marina Monti, Patrizia Agnello, Franca Giannini

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2012 Workshops, 2012