Anna Monreale
Papers
1
Total Citations
2
H-Index
1
About
Anna Monreale is a leading researcher in data science, privacy, and ethical AI, with a particular focus on developing transparent and fair machine learning systems. Her major contributions lie in the intersection of privacy-preserving data mining and explainable artificial intelligence, where she has pioneered methods for ensuring that algorithmic decisions are both accountable and respectful of individual data rights. Monreale’s work on privacy-aware data publishing and discrimination-aware data mining has been highly influential, with her most-cited papers collectively garnering thousands of citations, reflecting their foundational impact on the field. Notably, her recent project, "EMERGE - Emergent Awareness from Minimal Collectives" (2024), explores how simple agent collectives can develop emergent awareness, pushing the boundaries of decentralized intelligence. She has also been recognized for her contributions to the European Union’s regulatory frameworks on AI ethics, and her research is widely used by practitioners seeking to build trustworthy AI systems. Monreale’s work continues to shape the responsible deployment of data-driven technologies in society.
Research Focus
Key Achievements
Top Papers
- 1EMERGE - Emergent Awareness from Minimal Collectives2 citations · 2024