Scholar
Manuele Leonelli
Google Scholar ID: 3QX9GBQAAAAJ
School of Science and Technology, IE University
Citations & Impact
Citations
405
H-index
12
i10-index
18
Publications
20
Co-authors
14
list available
Publications
Resume (English only)
Academic Achievements
- Editor-in-Chief of vISIon: The ISI Magazine
- Editor of Bernoulli News (2019–2023)
- Recipient of IE Sustainable Impact Research Award in 2025 for the paper 'Uncovering Drivers of EU Carbon Futures with Bayesian Networks'
- Published in journals including International Journal of Engineering Business Management, International Journal of Performance Analysis in Sport, and International Journal of Approximate Reasoning
- Multiple preprints on applications of Bayesian networks in AI regulation, housing prices, psychological profiling in volleyball, and EU carbon futures
- Paper 'Will AI Take My Job? Evolving Perceptions of Automation and Labor Risk in Latin America' accepted at the 8th AAAI/ACM Conference on AI, Ethics, and Society
Background
- Associate Professor of Statistics at the School of Science and Technology, IE University
- Research focuses on the development of machine learning algorithms and the mathematical understanding of their properties
- Main research areas: probabilistic graphical models, sensitivity analysis, and applications
- Specializes in a class of models called staged trees
- Co-developed the stagedtrees R package on CRAN with Gherardo Varando
- Book titled 'Staged Trees: With Examples in R' to be published by CRC Press in 2025
