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PhD Student
Adjunct Professor

Most recent publications

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
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
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
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
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
Mecati, Mariachiara; Cannavò, Flavio Emanuele; Vetrò, Antonio; Torchiano, Marco (2020)
Reproducibility Package for 'Identifying risks in datasets for automated decision–making'.
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