Giorgio Visani

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Incident Management

Real Image Data

Machine Learning

Top Venues

Future Gener. Comput. Syst.

CIKM (Workshops)

Publications

Daniela Loreti, Giorgio Visani
Parallel approaches for a decision tree-based explainability algorithm. Future Gener. Comput. Syst. 158 (2024)
Giorgio Visani, Enrico Bagli, Federico Chesani, Alessandro Poluzzi, Davide Capuzzo
Statistical stability indices for LIME: Obtaining reliable explanations for machine learning models. J. Oper. Res. Soc. 73 (1) (2022)
Giorgio Visani, Giacomo Graffi, Mattia Alfero, Enrico Bagli, Davide Capuzzo, Federico Chesani
Enabling Synthetic Data adoption in regulated domains. CoRR (2022)
Giorgio Visani, Giacomo Graffi, Mattia Alfero, Enrico Bagli, Federico Chesani, Davide Capuzzo
Enabling Synthetic Data adoption in regulated domains. DSAA (2022)
Giorgio Visani, Enrico Bagli, Federico Chesani
OptiLIME: Optimized LIME Explanations for Diagnostic Computer Algorithms. CoRR (2020)
Margherita Grandini, Enrico Bagli, Giorgio Visani
Metrics for Multi-Class Classification: an Overview. CoRR (2020)
Giorgio Visani, Enrico Bagli, Federico Chesani
OptiLIME: Optimized LIME Explanations for Diagnostic Computer Algorithms. CIKM (Workshops) (2020)
Giorgio Visani, Enrico Bagli, Federico Chesani, Alessandro Poluzzi, Davide Capuzzo
Statistical stability indices for LIME: obtaining reliable explanations for Machine Learning models. CoRR (2020)
Giorgio Visani, Federico Chesani, Enrico Bagli, Davide Capuzzo, Alessandro Poluzzi
Explanations of Machine Learning predictions: a mandatory step for its application to Operational Processes. CoRR (2020)
Neus Llop Torrent, Giorgio Visani, Enrico Bagli
PSD2 Explainable AI Model for Credit Scoring. CoRR (2020)