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Giorgio Visani
Giorgio Visani
PhD Student Data Science, Bologna University
Verified email at unibo.it - Homepage
Title
Cited by
Cited by
Year
Metrics for multi-class classification: an overview
M Grandini, E Bagli, G Visani
arXiv preprint arXiv:2008.05756, 2020
11752020
Statistical stability indices for LIME: Obtaining reliable explanations for machine learning models
G Visani, E Bagli, F Chesani, A Poluzzi, D Capuzzo
Journal of the Operational Research Society 73 (1), 91-101, 2022
1482022
OptiLIME: Optimized LIME explanations for diagnostic computer algorithms
G Visani, E Bagli, F Chesani
CIKM 2020 Workshops 2699, 2020
772020
Metrics for multi-class classification: an overview. 1–17
M Grandini, E Bagli, G Visani
192008
PSD2 Explainable AI Model for Credit Scoring
N Llop Torrent, G Visani, E Bagli
arXiv e-prints, arXiv: 2011.10367, 2020
11*2020
OptiLIME: Optimized LIME explanations for diagnostic computer algorithms. arXiv 2020
G Visani, E Bagli, F Chesani
arXiv preprint arXiv:2006.05714, 2023
72023
Enabling Synthetic Data adoption in regulated domains
G Visani, G Graffi, M Alfero, E Bagli, F Chesani, D Capuzzo
2022 IEEE 9th International Conference on Data Science and Advanced …, 2022
72022
Molecular monitoring of acute myeloid leukemia associated with inv (16): threshold of CBFβ/MYH11 transcript copy number above which relapse occurs and below which continuous …
G Martinelli, S Buonamici, G Visani, M Malagola, PP Piccaluga, A Isidori, ...
Leukemia 17 (3), 650-651, 2003
72003
Explanations of Machine Learning predictions: a mandatory step for its application to Operational Processes
G Visani, F Chesani, E Bagli, D Capuzzo, A Poluzzi
arXiv preprint arXiv:2012.15103, 2020
52020
Meaningful insights: explainability techniques for black-box models on tabular data
G Visani
alma, 2023
12023
Parallel approaches for a decision tree-based explainability algorithm
D Loreti, G Visani
Future Generation Computer Systems, 2024
2024
Design, Implementation and Evaluation of Parallel Solutions for a Nested Explainability Algorithm
G Visani
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Articles 1–12