How to Foster Responsible and Resilient Data: The Ethical Data Initiative - Kim M. Hajek; Paul Trauttmansdorff; Sabina Leonelli; Stephan Guttinger; Silvia Milano (Computer, 2025)

Unrestricted Versus Regulated Open Data Governance: A Bibliometric Comparison of SARS-CoV-2 Nucleotide Sequence Databases - Nathanael Sheehan; Federico Botta; Sabina Leonelli (Data Sci. J., 2024)

Large language models challenge the future of higher education - Silvia Milano; Joshua A. McGrane; Sabina Leonelli (Nat. Mac. Intell., 2023)

On the meaning of uncertainty for ethical AI: philosophy and practice - Cassandra Bird; Daniel B. Williamson; Sabina Leonelli (CoRR, 2023)

From FAIR data to fair data use: Methodological data fairness in health-related social media research - Sabina Leonelli; Rebecca Lovell; Benedict W. Wheeler; Lora Fleming; Hywel T. P. Williams (Big Data Soc., 2021)

Where health and environment meet: the use of invariant parameters in big data analysis - Sabina Leonelli; Niccoló Tempini (Synth., 2021)

Data management challenges for artificial intelligence in plant and agricultural research - Hugh F. Williamson; Julia Brettschneider; Mario Cáccamo; Robert P. Davey; Carole A. Goble; Paul J. Kersey; Sean T. May; Richard J. Morris; Richard Ostler; Tony P. Pridmore; Christopher J. Rawlings; David J. Studholme; et al. (F1000Research, 2021)

The Ontologies Community of Practice: A CGIAR Initiative for Big Data in Agrifood Systems - Elizabeth Arnaud; Marie-Angélique Laporte; Soonho Kim; Céline Aubert; Sabina Leonelli; Berta Miro; Laurel Cooper; Pankaj Jaiswal; Gideon Kruseman; Rosemary Shrestha; Pier Luigi Buttigieg; Christopher J. Mungall; et al. (Patterns, 2020)

Introduction: Open Data and Africa - Sabina Leonelli; Brian Rappert; Louise Bezuidenhout (Data Sci. J., 2018)

Global Data Quality Assessment and the Situated Nature of "Best" Research Practices in Biology - Sabina Leonelli (Data Sci. J., 2017)

What difference does quantity make? On the epistemology of Big Data in biology - Sabina Leonelli (Big Data Soc., 2014)

How the Gene Ontology Evolves - Sabina Leonelli; Alexander D. Diehl; Karen R. Christie; Midori A. Harris; Jane Lomax (BMC Bioinform., 2011)