Coverage-based Rewriting for Data Preparation. C Accinelli, S Minisi, B Catania EDBT/ICDT Workshops, 2020 | 26 | 2020 |
The impact of rewriting on coverage constraint satisfaction. C Accinelli, B Catania, G Guerrini, S Minisi EDBT/ICDT Workshops, 2021 | 18 | 2021 |
Fairness & friends in the data science era B Catania, G Guerrini, C Accinelli AI & SOCIETY 38 (2), 721-731, 2023 | 14 | 2023 |
A coverage-based approach to nondiscrimination-aware data transformation C Accinelli, B Catania, G Guerrini, S Minisi ACM Journal of Data and Information Quality 14 (4), 1-26, 2022 | 7 | 2022 |
covRew: a Python Toolkit for Pre-Processing Pipeline Rewriting Ensuring Coverage Constraint Satisfaction C Accinelli, B Catania, G Guerrini, S Minisi | 5 | 2021 |
Nondiscriminating dropout prediction beyond algorithmic fairness: Ensuring coverage in preprocessing pipelines C Accinelli, B Catania, G Guerrini 2022 IEEE International Conference on Big Data (Big Data), 4642-4648, 2022 | 2 | 2022 |
Discrimination-aware Data Transformations. C Accinelli EDBT/ICDT Workshops, 2023 | | 2023 |
Coverage-based Queries: Nondiscrimination Awareness in Data Transformation. C Accinelli, B Catania, G Guerrini itaDATA, 200-211, 2022 | | 2022 |