Mariachiara Mecati

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 6

Top Topics

Influencing Factors

Decision Making

Top Venues

ACM J. Data Inf. Qual.

Publications

Mariachiara Mecati, Marco Torchiano, Antonio Vetrò, Juan Carlos De Martin
Measuring Imbalance on Intersectional Protected Attributes and on Target Variable to Forecast Unfair Classifications. IEEE Access 11 (2023)
Mariachiara Mecati, Andrea Adrignola, Antonio Vetrò, Marco Torchiano
Identifying Imbalance Thresholds in Input Data to Achieve Desired Levels of Algorithmic Fairness. Big Data (2022)
Mariachiara Mecati, Antonio Vetrò, Marco Torchiano
Detecting Risk of Biased Output with Balance Measures. ACM J. Data Inf. Qual. 14 (4) (2022)
Antonio Vetrò, Marco Torchiano, Mariachiara Mecati
A data quality approach to the identification of discrimination risk in automated decision making systems. Gov. Inf. Q. 38 (4) (2021)
Mariachiara Mecati, Antonio Vetrò, Marco Torchiano
Detecting Discrimination Risk in Automated Decision-Making Systems with Balance Measures on Input Data. IEEE BigData (2021)
Mariachiara Mecati, Flavio Emanuele Cannavò, Antonio Vetrò, Marco Torchiano
Identifying Risks in Datasets for Automated Decision-Making. EGOV (2020)