| A data quality approach to the identification of discrimination risk in automated decision making systems A Vetrò, M Torchiano, M Mecati Government Information Quarterly 38 (4), 101619, 2021 | 45 | 2021 |
| Detecting discrimination risk in automated decision-making systems with balance measures on input data M Mecati, A Vetrò, M Torchiano 2021 IEEE International Conference on Big Data (Big Data), 4287-4296, 2021 | 8 | 2021 |
| Identifying risks in datasets for automated decision–making M Mecati, FE Cannavò, A Vetrò, M Torchiano Electronic Government: 19th IFIP WG 8.5 International Conference, EGOV 2020 …, 2020 | 7 | 2020 |
| Detecting risk of biased output with balance measures M Mecati, A Vetrò, M Torchiano ACM Journal of Data and Information Quality 14 (4), 1-7, 2022 | 4 | 2022 |
| Measuring Imbalance on Intersectional Protected Attributes and on Target Variable to Forecast Unfair Classifications M Mecati, M Torchiano, A Vetrò, JC De Martin IEEE Access 11, 26996-27011, 2023 | 1 | 2023 |
| Identifying Imbalance Thresholds in Input Data to Achieve Desired Levels of Algorithmic Fairness M Mecati, A Adrignola, A Vetro, M Torchiano 2022 IEEE International Conference on Big Data (Big Data), 4700-4709, 2022 | 1 | 2022 |
| Reproducibility Package for'Identifying risks in datasets for automated decision–making' M Mecati, FE Cannavò, A Vetrò, M Torchiano | 1 | 2020 |
| Quantitative methods in ocular fundus imaging: Analysis of retinal microvasculature D Labate, BR Pahari, S Hoteit, M Mecati Landscapes of Time-Frequency Analysis: ATFA 2019, 157-174, 2020 | 1 | 2020 |
| A Study on Data Imbalance: Using Metrics on Input Data to Foresee Bias and Fairness in Classification Outcomes M Mecati Politecnico di Torino, 2023 | | 2023 |
| Appendix for" Identifying Imbalance Thresholds in Input Data to Achieve Desired Levels of Algorithmic Fairness" M Mecati, A Adrignola, A Vetro, M Torchiano | | 2022 |
| Reproducibility Package for'A Data Quality Approach to the Identification of Discrimination Risk in Automated Decision Making Systems' A Vetrò, M Torchiano, M Mecati | | 2021 |
| Different shades of “FAIRNESS” in automated decision-making M Mecati | | 2020 |
| Representation learning and applications in retina imaging M Mecati Politecnico di Torino, 2019 | | 2019 |
| Effects of Data Imbalance on Software Application Bias and Mitigation Strategies, Techniques and Tools M Mecati | | |
