Giorgio Visani

According to our database, Giorgio Visani authored at least 9 papers between 2020 and 2024.

Collaborative distances:

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

2024

Parallel approaches for a decision tree-based explainability algorithm.

Daniela Loreti, Giorgio Visani

Future Gener. Comput. Syst., 2024

GLEAMS: Bridging the Gap Between Local and Global Explanations.

Giorgio Visani, Vincenzo Stanzione, Damien Garreau

Proceedings of the KDD Workshop on Human-Interpretable AI 2024 co-located with 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2024), 2024

2023

Meaningful insights: explainability techniques for black-box models on tabular data.

Giorgio Visani

PhD thesis, 2023

2022

Statistical stability indices for LIME: Obtaining reliable explanations for machine learning models.

Giorgio Visani, Enrico Bagli, Federico Chesani, Alessandro Poluzzi, Davide Capuzzo

J. Oper. Res. Soc., 2022

Enabling Synthetic Data adoption in regulated domains.

Giorgio Visani, Giacomo Graffi, Mattia Alfero, Enrico Bagli, Federico Chesani, Davide Capuzzo

Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022

2020

Explanations of Machine Learning predictions: a mandatory step for its application to Operational Processes.

Giorgio Visani, Federico Chesani, Enrico Bagli, Davide Capuzzo, Alessandro Poluzzi

CoRR, 2020

PSD2 Explainable AI Model for Credit Scoring.

Neus Llop Torrent, Giorgio Visani, Enrico Bagli

CoRR, 2020

Metrics for Multi-Class Classification: an Overview.

Margherita Grandini, Enrico Bagli, Giorgio Visani

CoRR, 2020

OptiLIME: Optimized LIME Explanations for Diagnostic Computer Algorithms.

Giorgio Visani, Enrico Bagli, Federico Chesani

Proceedings of the CIKM 2020 Workshops co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), 2020