Mariachiara Mecati

According to our database, Mariachiara Mecati authored at least 6 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Measuring Imbalance on Intersectional Protected Attributes and on Target Variable to Forecast Unfair Classifications.

Mariachiara Mecati, Marco Torchiano, Antonio Vetrò, Juan Carlos De Martin

IEEE Access, 2023

2022

Detecting Risk of Biased Output with Balance Measures.

Mariachiara Mecati, Antonio Vetrò, Marco Torchiano

ACM J. Data Inf. Qual., 2022

Identifying Imbalance Thresholds in Input Data to Achieve Desired Levels of Algorithmic Fairness.

Mariachiara Mecati, Andrea Adrignola, Antonio Vetrò, Marco Torchiano

Proceedings of the IEEE International Conference on Big Data, 2022

2021

A data quality approach to the identification of discrimination risk in automated decision making systems.

Antonio Vetrò, Marco Torchiano, Mariachiara Mecati

Gov. Inf. Q., 2021

Detecting Discrimination Risk in Automated Decision-Making Systems with Balance Measures on Input Data.

Mariachiara Mecati, Antonio Vetrò, Marco Torchiano

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Identifying Risks in Datasets for Automated Decision-Making.

Mariachiara Mecati, Flavio Emanuele Cannavò, Antonio Vetrò, Marco Torchiano

Proceedings of the Electronic Government - 19th IFIP WG 8.5 International Conference, 2020