Fairness implications of encoding protected categorical attributes. - Carlos Mougan; José M. Álvarez 002; Gourab K. Patro; Salvatore Ruggieri; Steffen Staab (CoRR, 2022)

Predicting and explaining employee turnover intention. - Matilde Lazzari; José M. Álvarez 002; Salvatore Ruggieri (Int. J. Data Sci. Anal., 2022)

Can We Trust Fair-AI? - Salvatore Ruggieri; José M. Álvarez 002; Andrea Pugnana; Laura State; Franco Turini (AAAI, 2023)

Fairness Implications of Encoding Protected Categorical Attributes. - Carlos Mougan; José M. Álvarez 002; Salvatore Ruggieri; Steffen Staab (AIES, 2023)

Counterfactual Situation Testing: Uncovering Discrimination under Fairness given the Difference. - José M. Álvarez 002; Salvatore Ruggieri (EAAMO, 2023)

Domain Adaptive Decision Trees: Implications for Accuracy and Fairness. - José M. Álvarez 002; Kristen M. Scott; Bettina Berendt; Salvatore Ruggieri (FAccT, 2023)

Policy Advice and Best Practices on Bias and Fairness in Artificial Intelligence. - José M. Álvarez 002; Alejandra Bringas Colmenarejo; Alaa Elobaid; Simone Fabbrizzi; Miriam Fahimi; Antonio Ferrara 003; Siamak Ghodsi; Carlos Mougan; Ioanna Papageorgiou; Paula Reyero Lobo; Mayra Russo; Kristen M. Scott; et al. (EWAF, 2024)

Causal Perception. - José M. Álvarez 002; Salvatore Ruggieri (CoRR, 2024)

Mutatis Mutandis: Revisiting the Comparator in Discrimination Testing. - José M. Álvarez 002; Salvatore Ruggieri (CoRR, 2024)

Policy advice and best practices on bias and fairness in AI. - José M. Álvarez 002; Alejandra Bringas Colmenarejo; Alaa Elobaid; Simone Fabbrizzi; Miriam Fahimi; Antonio Ferrara 003; Siamak Ghodsi; Carlos Mougan; Ioanna Papageorgiou; Paula Reyero Lobo; Mayra Russo; Kristen M. Scott; et al. (Ethics Inf. Technol., 2024)

A Causal Framework for Evaluating Deferring Systems. - Filippo Palomba; Andrea Pugnana; José M. Álvarez 002; Salvatore Ruggieri (AISTATS, 2025)

The Initial Screening Order Problem. - José M. Álvarez 002; Antonio Mastropietro; Salvatore Ruggieri (WSDM, 2025)

Counterfactual Situation Testing: From Single to Multidimensional Discrimination. - José M. Álvarez 002; Salvatore Ruggieri (J. Artif. Intell. Res., 2025)

Privilege Scores. - Ludwig Bothmann; Philip A. Boustani; José M. Álvarez 002; Giuseppe Casalicchio; Bernd Bischl; Susanne Dandl (CoRR, 2025)