Veronica Guidetti

20 papers A* 2A 1B 1Misc 1Journal 10Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Comparative Analysis of Interpretable Machine Learning Methods.
CoRR
Mattia Billa, Giovanni Orlandi, Veronica Guidetti, Federica Mandreoli
2026 J jnl
SCoRE: Streamlined corpus-based relation extraction using multi-label contrastive learning and Bayesian kNN.
Knowl. Based Syst.
Luca Mariotti, Veronica Guidetti, Federica Mandreoli
2026 J jnl
Trust anomalies' judgment: Social ranking theories for portfolio construction.
Eur. J. Oper. Res.
Veronica Guidetti, Alessandra Insana
2025 — conf
Distilling Clinical Scores with Symbolic Machine Learning: Frailty Index, an HIV Cohort Case Study.
ICHI
Veronica Guidetti, Federico Motta, Jovana Milic, Davide Ferrari, Giovanni Guaraldi, Federica Mandreoli
2025 A* conf
Mining Trustworthy Symbolic Regression Models in Federated Settings.
ICDM
Mattia Billa, Veronica Guidetti, Luca La Rocca, Federica Mandreoli
2025 J jnl
SCoRE: Streamlined Corpus-based Relation Extraction using Multi-Label Contrastive Learning and Bayesian kNN.
CoRR
Luca Mariotti, Veronica Guidetti, Federica Mandreoli
2024 J jnl
Combining large language models with enterprise knowledge graphs: a perspective on enhanced natural language understanding.
Frontiers Artif. Intell.
Luca Mariotti, Veronica Guidetti, Federica Mandreoli, Andrea Belli, Paolo Lombardi
2024 — conf
Symbolic Regression for Transparent Clinical Decision Support: A Data-Centric Framework for Scoring System Development.
SEBD
Veronica Guidetti, Federica Mandreoli
2023 — conf
Automated Knowledge Graph Completion for Natural Language Understanding: Known Paths and Future Directions.
SEBD
Giovanni Buzzega, Veronica Guidetti, Federica Mandreoli, Luca Mariotti, Andrea Belli, Paolo Lombardi
2023 B conf
Death After Liver Transplantation: Mining Interpretable Risk Factors for Survival Prediction.
DSAA
Veronica Guidetti, Giovanni Dolci, Erica Franceschini, Erica Bacca, Giulia Jole Burastero, Davide Ferrari, Valentina Serra, Fabrizio Di Benedetto, Cristina Mussini, Federica Mandreoli
2023 A conf
Generalizing Similarity in Noisy Setups: The DIBS Phenomenon.
ECAI
Nayara Fonseca, Veronica Guidetti
2023 J jnl
Probing optimisation in physics-informed neural networks.
CoRR
Nayara Fonseca, Veronica Guidetti, Will Trojak
2022 A* conf
Multi-Objective Symbolic Regression for Data-Driven Scoring System Management.
ICDM
Davide Ferrari, Veronica Guidetti, Federica Mandreoli
2022 Misc conf
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.
AMIA
Davide Ferrari, Veronica Guidetti, Vasa Curcin, Yanzhong Wang
2022 J jnl
Real-world data mining meets clinical practice: Research challenges and perspective.
Frontiers Big Data
Federica Mandreoli, Davide Ferrari, Veronica Guidetti, Federico Motta, Paolo Missier
2022 J jnl
Similarity and Generalization: From Noise to Corruption.
CoRR
Nayara Fonseca, Veronica Guidetti
2021 J jnl
dNNsolve: an efficient NN-based PDE solver.
CoRR
Veronica Guidetti, Francesco Muia, Yvette Welling, Alexander Westphal
2008 — conf
Semantic Bookmarking and Search in the Earth Observation Domain.
KES (3)
Francesca Fallucchi, Maria Teresa Pazienza, Noemi Scarpato, Armando Stellato, Luigi Fusco, Veronica Guidetti
2007 J jnl
DILIGENT: integrating digital library and Grid technologies for a new Earth observation research infrastructure.
Int. J. Digit. Libr.
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
2005 — conf
Access to Distributed Earth Science Data Supported by Emerging Technologies.
EnviroInfo
Joost van Bemmelen, Luigi Fusco, Veronica Guidetti