MARIACHIARA MECATI
Pubblicazioni più recenti
Mecati, Mariachiara; Vetro', Antonio; Torchiano, Marco (2022)
Detecting Risk of Biased Output with Balance Measures. In: ACM JOURNAL OF DATA AND INFORMATION QUALITY. ISSN 1936-1955
Detecting Risk of Biased Output with Balance Measures. In: ACM JOURNAL OF DATA AND INFORMATION QUALITY. ISSN 1936-1955
Mecati, Mariachiara; Vetro, Antonio; Torchiano, Marco (2021)
Detecting Discrimination Risk in Automated Decision-Making Systems with Balance Measures on Input Data. In: 2021 IEEE International Conference on Big Data (IEEE BigData 2021) - First International Workshop on Data Science for equality, inclusion and well-being challenges (DS4EIW 2021), Orlando, FL, USA, 15-18 Dec. 2021, pp. 4287-4296. ISBN: 978-1-6654-3902-2
Detecting Discrimination Risk in Automated Decision-Making Systems with Balance Measures on Input Data. In: 2021 IEEE International Conference on Big Data (IEEE BigData 2021) - First International Workshop on Data Science for equality, inclusion and well-being challenges (DS4EIW 2021), Orlando, FL, USA, 15-18 Dec. 2021, pp. 4287-4296. ISBN: 978-1-6654-3902-2
Vetrò, Antonio; Torchiano, Marco; Mecati, Mariachiara (2021)
Reproducibility Package for 'A Data Quality Approach to the Identification of Discrimination Risk in Automated Decision Making Systems'.
Reproducibility Package for 'A Data Quality Approach to the Identification of Discrimination Risk in Automated Decision Making Systems'.
Vetro', Antonio; Torchiano, Marco; Mecati, Mariachiara (2021)
A data quality approach to the identification of discrimination risk in automated decision making systems. In: GOVERNMENT INFORMATION QUARTERLY, vol. 38. ISSN 0740-624X
A data quality approach to the identification of discrimination risk in automated decision making systems. In: GOVERNMENT INFORMATION QUARTERLY, vol. 38. ISSN 0740-624X
Labate, Demetrio; Pahari, Basanta R.; Hoteit, Sabrine; Mecati, Mariachiara (2020)
Quantitative methods in ocular fundus imaging: Analysis of retinal microvasculature. In: ATFA19: Aspects of Time-Frequency Analysis, Torino (ITA), June 25-27, 2019, pp. 157-174. ISSN 2296-5009. ISBN: 978-3-030-56005-8
Quantitative methods in ocular fundus imaging: Analysis of retinal microvasculature. In: ATFA19: Aspects of Time-Frequency Analysis, Torino (ITA), June 25-27, 2019, pp. 157-174. ISSN 2296-5009. ISBN: 978-3-030-56005-8
Mecati, Mariachiara; Cannavò, Flavio Emanuele; Vetrò, Antonio; Torchiano, Marco (2020)
Identifying Risks in Datasets for Automated Decision–Making. In: EGOV2020 – IFIP EGOV-CeDEM-EPART 2020, Linköping University (Sweden), 31 August (Monday) – 2 September (Wednesday), 2020, pp. 332-344. ISSN 0302-9743. ISBN: 978-3-030-57598-4
Identifying Risks in Datasets for Automated Decision–Making. In: EGOV2020 – IFIP EGOV-CeDEM-EPART 2020, Linköping University (Sweden), 31 August (Monday) – 2 September (Wednesday), 2020, pp. 332-344. ISSN 0302-9743. ISBN: 978-3-030-57598-4
Mecati, Mariachiara (2020)
Different shades of “FAIRNESS” in automated decision-making.
Different shades of “FAIRNESS” in automated decision-making.
Mecati, Mariachiara; Cannavò, Flavio Emanuele; Vetrò, Antonio; Torchiano, Marco (2020)
Reproducibility Package for 'Identifying risks in datasets for automated decision–making'.
Reproducibility Package for 'Identifying risks in datasets for automated decision–making'.