Supporting the Design of Data Preparation Pipelines. - Camilla Sancricca; Cinzia Cappiello (SEBD, 2022)

Data Quality and Fairness: Rivals or Friends? - Fabio Azzalini; Cinzia Cappiello; Chiara Criscuolo; Sergio Cuzzucoli; Alessandro Dangelo; Camilla Sancricca; Letizia Tanca (SEBD, 2023)

Data Quality and Data Ethics: Towards a Trade-off Evaluation. - Fabio Azzalini; Cinzia Cappiello; Chiara Criscuolo; Camilla Sancricca; Letizia Tanca (VLDB Workshops, 2023)

About the Effects of Data Imputation Techniques on ML Uncertainty. - Cinzia Cappiello; Federico Cerutti 001; Camilla Sancricca; Riccardo Zanelli (VLDB Workshops, 2023)

Improving Understandability and Control in Data Preparation: A Human-Centered Approach. - Emanuele Pucci; Camilla Sancricca; Salvatore Andolina; Cinzia Cappiello; Maristella Matera; Anna Barberio (CAiSE, 2024)

DIANA: A Knowledge-driven Framework for Data-centric AI. - Camilla Sancricca (EDBT/ICDT Workshops, 2024)

Enhancing data preparation: insights from a time series case study. - Camilla Sancricca; Giovanni Siracusa; Cinzia Cappiello (J. Intell. Inf. Syst., 2024)

Exploring the Influence of Data Characteristics on Machine Learning Outcomes. - Camilla Sancricca; Pasquale Castiglione; Cinzia Cappiello (BPMDS/EMMSAD@CAiSE, 2025)

Entity ablation of knowledge graphs: Impact on information quality and sustainability. - Edoardo Ramalli; Carlo Alberto Bono; Camilla Sancricca; Cinzia Cappiello; Marco Comuzzi; Barbara Pernici; Monica Vitali (Future Gener. Comput. Syst., 2026)