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2020 – today
- 2023
[b1]Chiara Accinelli:
Discrimination-aware data transformations. University of Genoa, Italy, 2023- [j2]Barbara Catania, Giovanna Guerrini, Chiara Accinelli:
Fairness & friends in the data science era. AI Soc. 38(2): 721-731 (2023) - [c6]Chiara Accinelli:
Discrimination-aware Data Transformations. EDBT/ICDT Workshops 2023 - 2022
- [j1]Chiara Accinelli
, Barbara Catania, Giovanna Guerrini, Simone Minisi:
A Coverage-based Approach to Nondiscrimination-aware Data Transformation. ACM J. Data Inf. Qual. 14(4): 26:1-26:26 (2022) - [c5]Chiara Accinelli, Barbara Catania, Giovanna Guerrini:
Nondiscriminating Dropout Prediction beyond Algorithmic Fairness: Ensuring Coverage in Preprocessing Pipelines. IEEE Big Data 2022: 4642-4648 - [c4]Chiara Accinelli, Barbara Catania, Giovanna Guerrini:
Coverage-based Queries: Nondiscrimination Awareness in Data Transformation. itaDATA 2022: 200-211 - 2021
- [c3]Chiara Accinelli, Barbara Catania, Giovanna Guerrini, Simone Minisi:
covRew: a Python Toolkit for Pre-Processing Pipeline Rewriting Ensuring Coverage Constraint Satisfaction. EDBT 2021: 698-701 - [c2]Chiara Accinelli, Barbara Catania, Giovanna Guerrini, Simone Minisi:
The impact of rewriting on coverage constraint satisfaction. EDBT/ICDT Workshops 2021 - 2020
- [c1]Chiara Accinelli, Simone Minisi, Barbara Catania:
Coverage-based Rewriting for Data Preparation. EDBT/ICDT Workshops 2020
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