Towards Fairness Through Time. - Alessandro Castelnovo; Lorenzo Malandri; Fabio Mercorio; Mario Mezzanzanica; Andrea Cosentini (PKDD/ECML Workshops (1), 2021)

Investigating Bias with a Synthetic Data Generator: Empirical Evidence and Philosophical Interpretation. - Alessandro Castelnovo; Riccardo Crupi; Nicole Inverardi; Daniele Regoli; Andrea Cosentini (BEWARE@AI*IA, 2022)

FFTree: A flexible tree to handle multiple fairness criteria. - Alessandro Castelnovo; Andrea Cosentini; Lorenzo Malandri; Fabio Mercorio; Mario Mezzanzanica (Inf. Process. Manag., 2022)

Declarative Encoding of Fairness in Logic Tensor Networks. - Greta Greco; Federico Alberici; Matteo Palmonari; Andrea Cosentini (ECAI, 2023)

Bias On Demand: Investigating Bias with a Synthetic Data Generator. - Joachim Baumann 002; Alessandro Castelnovo; Andrea Cosentini; Riccardo Crupi; Nicole Inverardi; Daniele Regoli (IJCAI, 2023)

Fundamental Rights and AI Impact Assessment: a proposal for a new quantitative approach. - Nicole Inverardi; Samuele Bertaina; Ilaria Biganzoli; Andrea Cosentini; Rachele Desiante; Dario Fontanella; Ilaria Giuseppina Penco (IJCNN, 2024)

Unraveling Anomalies: Explaining Outliers with DTOR. - Riccardo Crupi; Daniele Regoli; Alessandro Damiano Sabatino; Immacolata Marano; Massimiliano Brinis; Luca Albertazzi; Andrea Cirillo; Andrea Claudio Cosentini (xAI (Late-breaking Work, Demos, Doctoral Consortium), 2024)

Integrating XAI for Predictive Conflict Analytics. - Luca Macis; Marco Tagliapietra; Alessandro Castelnovo; Daniele Regoli; Greta Greco; Andrea Claudio Cosentini; Paola Pisano; Edoardo Carroccetto (xAI (Late-breaking Work, Demos, Doctoral Consortium), 2024)

DTOR: Decision Tree Outlier Regressor to explain anomalies. - Riccardo Crupi; Daniele Regoli; Alessandro Damiano Sabatino; Immacolata Marano; Massimiliano Brinis; Luca Albertazzi; Andrea Cirillo; Andrea Claudio Cosentini (CoRR, 2024)

Disambiguation of company names via deep recurrent networks. - Alessandro Basile; Riccardo Crupi; Michele Grasso; Alessandro Mercanti; Daniele Regoli; Simone Scarsi; Shuyi Yang; Andrea Cosentini (Expert Syst. Appl., 2024)

Fundamental rights and artificial intelligence impact assessment: A new quantitative methodology in the upcoming era of AI Act. - Samuele Bertaina; Ilaria Biganzoli; Rachele Desiante; Dario Fontanella; Nicole Inverardi; Ilaria Giuseppina Penco; Andrea Claudio Cosentini (Comput. Law Secur. Rev., 2025)