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

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

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

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

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

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

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

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

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

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

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

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