Chiara Accinelli

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 8

Top Topics

Data Transformation

Constrained Problems

Top Venues

EDBT/ICDT Workshops

Publications

Barbara Catania, Giovanna Guerrini, Chiara Accinelli
Fairness & friends in the data science era. AI Soc. 38 (2) (2023)
Chiara Accinelli
Discrimination-aware Data Transformations. EDBT/ICDT Workshops (2023)
Chiara Accinelli, Barbara Catania, Giovanna Guerrini, Simone Minisi
A Coverage-based Approach to Nondiscrimination-aware Data Transformation. ACM J. Data Inf. Qual. 14 (4) (2022)
Chiara Accinelli, Barbara Catania, Giovanna Guerrini
Coverage-based Queries: Nondiscrimination Awareness in Data Transformation. itaDATA (2022)
Chiara Accinelli, Barbara Catania, Giovanna Guerrini
Nondiscriminating Dropout Prediction beyond Algorithmic Fairness: Ensuring Coverage in Preprocessing Pipelines. Big Data (2022)
Chiara Accinelli, Barbara Catania, Giovanna Guerrini, Simone Minisi
covRew: a Python Toolkit for Pre-Processing Pipeline Rewriting Ensuring Coverage Constraint Satisfaction. EDBT (2021)
Chiara Accinelli, Barbara Catania, Giovanna Guerrini, Simone Minisi
The impact of rewriting on coverage constraint satisfaction. EDBT/ICDT Workshops (2021)
Chiara Accinelli, Simone Minisi, Barbara Catania
Coverage-based Rewriting for Data Preparation. EDBT/ICDT Workshops (2020)