Giorgio Visani

14 papers B 1Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
FetalMLOps: operationalizing machine learning models for standard fetal ultrasound plane classification.
Medical Biol. Eng. Comput.
Matteo Testi, Maria Chiara Fiorentino, Matteo Ballabio, Giorgio Visani, Massimo Ciccozzi, Emanuele Frontoni, Sara Moccia, Gennaro Vessio
2024 — conf
GLEAMS: Bridging the Gap Between Local and Global Explanations.
HI-AI@KDD
Giorgio Visani, Vincenzo Stanzione, Damien Garreau
2024 J jnl
GLEAMS: Bridging the Gap Between Local and Global Explanations.
CoRR
Giorgio Visani, Vincenzo Stanzione, Damien Garreau
2024 J jnl
Parallel approaches for a decision tree-based explainability algorithm.
Future Gener. Comput. Syst.
Daniela Loreti, Giorgio Visani
2023 — —
Meaningful insights: explainability techniques for black-box models on tabular data.
Giorgio Visani
2022 B conf
Enabling Synthetic Data adoption in regulated domains.
DSAA
Giorgio Visani, Giacomo Graffi, Mattia Alfero, Enrico Bagli, Federico Chesani, Davide Capuzzo
2022 J jnl
Enabling Synthetic Data adoption in regulated domains.
CoRR
Giorgio Visani, Giacomo Graffi, Mattia Alfero, Enrico Bagli, Davide Capuzzo, Federico Chesani
2022 J jnl
Statistical stability indices for LIME: Obtaining reliable explanations for machine learning models.
J. Oper. Res. Soc.
Giorgio Visani, Enrico Bagli, Federico Chesani, Alessandro Poluzzi, Davide Capuzzo
2020 J jnl
Explanations of Machine Learning predictions: a mandatory step for its application to Operational Processes.
CoRR
Giorgio Visani, Federico Chesani, Enrico Bagli, Davide Capuzzo, Alessandro Poluzzi
2020 J jnl
Metrics for Multi-Class Classification: an Overview.
CoRR
Margherita Grandini, Enrico Bagli, Giorgio Visani
2020 — conf
OptiLIME: Optimized LIME Explanations for Diagnostic Computer Algorithms.
CIKM (Workshops)
Giorgio Visani, Enrico Bagli, Federico Chesani
2020 J jnl
OptiLIME: Optimized LIME Explanations for Diagnostic Computer Algorithms.
CoRR
Giorgio Visani, Enrico Bagli, Federico Chesani
2020 J jnl
PSD2 Explainable AI Model for Credit Scoring.
CoRR
Neus Llop Torrent, Giorgio Visani, Enrico Bagli
2020 J jnl
Statistical stability indices for LIME: obtaining reliable explanations for Machine Learning models.
CoRR
Giorgio Visani, Enrico Bagli, Federico Chesani, Alessandro Poluzzi, Davide Capuzzo