Veronica Guidetti

According to our database, Veronica Guidetti authored at least 19 papers between 2005 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A Comparative Analysis of Interpretable Machine Learning Methods.

Mattia Billa, Giovanni Orlandi, Veronica Guidetti, Federica Mandreoli

CoRR, January, 2026

SCoRE: Streamlined corpus-based relation extraction using multi-label contrastive learning and Bayesian kNN.

Luca Mariotti, Veronica Guidetti, Federica Mandreoli

Knowl. Based Syst., 2026

Trust anomalies' judgment: Social ranking theories for portfolio construction.

Veronica Guidetti, Alessandra Insana

Eur. J. Oper. Res., 2026

2025

Distilling Clinical Scores with Symbolic Machine Learning: Frailty Index, an HIV Cohort Case Study.

Veronica Guidetti, Federico Motta, Jovana Milic, Davide Ferrari, Giovanni Guaraldi, Federica Mandreoli

Proceedings of the 13th IEEE International Conference on Healthcare Informatics, 2025

Mining Trustworthy Symbolic Regression Models in Federated Settings.

Mattia Billa, Veronica Guidetti, Luca La Rocca, Federica Mandreoli

Proceedings of the IEEE International Conference on Data Mining, 2025

2024

Combining large language models with enterprise knowledge graphs: a perspective on enhanced natural language understanding.

Luca Mariotti, Veronica Guidetti, Federica Mandreoli, Andrea Belli, Paolo Lombardi

Frontiers Artif. Intell., 2024

Symbolic Regression for Transparent Clinical Decision Support: A Data-Centric Framework for Scoring System Development.

Veronica Guidetti, Federica Mandreoli

Proceedings of the 32nd Symposium of Advanced Database Systems, 2024

2023

Probing optimisation in physics-informed neural networks.

Nayara Fonseca, Veronica Guidetti, Will Trojak

CoRR, 2023

Automated Knowledge Graph Completion for Natural Language Understanding: Known Paths and Future Directions.

Giovanni Buzzega, Veronica Guidetti, Federica Mandreoli, Luca Mariotti, Andrea Belli, Paolo Lombardi

Proceedings of the 31st Symposium of Advanced Database Systems, 2023

Generalizing Similarity in Noisy Setups: The DIBS Phenomenon.

Nayara Fonseca, Veronica Guidetti

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Death After Liver Transplantation: Mining Interpretable Risk Factors for Survival Prediction.

Veronica Guidetti, Giovanni Dolci, Erica Franceschini, Erica Bacca, Giulia Jole Burastero, Davide Ferrari, Valentina Serra, Fabrizio Di Benedetto, Cristina Mussini, Federica Mandreoli

Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

2022

Real-world data mining meets clinical practice: Research challenges and perspective.

Federica Mandreoli, Davide Ferrari, Veronica Guidetti, Federico Motta, Paolo Missier

Frontiers Big Data, 2022

Similarity and Generalization: From Noise to Corruption.

Nayara Fonseca, Veronica Guidetti

CoRR, 2022

Multi-Objective Symbolic Regression for Data-Driven Scoring System Management.

Davide Ferrari, Veronica Guidetti, Federica Mandreoli

Proceedings of the IEEE International Conference on Data Mining, 2022

Multi-objective Symbolic Regression to Generate Data-driven, Non-fixed Structure and Intelligible Mortality Predictors using EHR: Binary Classification Methodology and Comparison with State-of-the-art.

Davide Ferrari, Veronica Guidetti, Vasa Curcin, Yanzhong Wang

Proceedings of the AMIA 2022, 2022

2021

dNNsolve: an efficient NN-based PDE solver.

Veronica Guidetti, Francesco Muia, Yvette Welling, Alexander Westphal

CoRR, 2021

2008

Semantic Bookmarking and Search in the Earth Observation Domain.

Francesca Fallucchi, Maria Teresa Pazienza, Noemi Scarpato, Armando Stellato, Luigi Fusco, Veronica Guidetti

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008

2007

DILIGENT: integrating digital library and Grid technologies for a new Earth observation research infrastructure.

Leonardo Candela, Fuat Akal, Henri Avancini, Donatella Castelli, Luigi Fusco, Veronica Guidetti, Christoph Langguth, Andrea Manzi, Pasquale Pagano, Heiko Schuldt, Manuele Simi, Michael Springmann, Laura Cristiana Voicu

Int. J. Digit. Libr., 2007

2005

Access to Distributed Earth Science Data Supported by Emerging Technologies.

Joost van Bemmelen, Luigi Fusco, Veronica Guidetti

Proceedings of the Networking Environmental Information: Proceedings of the 19th International Conference for Environmental Protection, 2005