# Manuele Leonelli

**Type:** Researchers  
**Canonical URL:** https://scholariq.org/researchers/manuele-leonelli/

## Facts

| Field | Value |
| --- | --- |
| Citations | 299 |
| Field | Bayesian Modeling and Causal Inference |
| h-index | 9 |
| i10-index | 9 |
| Last Known Institution | IE University |
| OpenAlex ID | https://openalex.org/A5044691373 |
| ORCID iD | 0000-0002-2562-5192 |
| Works | 90 |

## Researcher papers

- [Computing Sobol indices in probabilistic graphical models](https://scholariq.org/papers/computing-sobol-indices-in-probabilistic-graphical-models/)
- [Sensitivity analysis in multilinear probabilistic models](https://scholariq.org/papers/sensitivity-analysis-in-multilinear-probabilistic-models/)
- [Bayesian decision support for complex systems with many distributed experts](https://scholariq.org/papers/bayesian-decision-support-for-complex-systems-with-many-distributed-experts/)
- [The <i>R</i> Package <b>stagedtrees</b> for Structural Learning of Stratified Staged Trees](https://scholariq.org/papers/the-i-r-i-package-b-stagedtrees-b-for-structural-learning-of-stratified-staged/)
- [Sensitivity and robustness analysis in Bayesian networks with the bnmonitor R package](https://scholariq.org/papers/sensitivity-and-robustness-analysis-in-bayesian-networks-with-the-bnmonitor-r/)
- [A Differential Approach for Staged Trees](https://scholariq.org/papers/a-differential-approach-for-staged-trees/)
- [Coherent Frameworks for Statistical Inference serving Integrating Decision Support Systems](https://scholariq.org/papers/coherent-frameworks-for-statistical-inference-serving-integrating-decision/)
- [The curved exponential family of a staged tree](https://scholariq.org/papers/the-curved-exponential-family-of-a-staged-tree/)
- [You Only Derive Once (YODO): Automatic Differentiation for Efficient Sensitivity Analysis in Bayesian Networks](https://scholariq.org/papers/you-only-derive-once-yodo-automatic-differentiation-for-efficient-sensitivity/)
- [A new class of generative classifiers based on staged tree models](https://scholariq.org/papers/a-new-class-of-generative-classifiers-based-on-staged-tree-models/)
- [Understanding support for AI regulation: A Bayesian network perspective](https://scholariq.org/papers/understanding-support-for-ai-regulation-a-bayesian-network-perspective/)

## Researcher topics

- [Bayesian Modeling and Causal Inference](https://scholariq.org/topics/bayesian-modeling-and-causal-inference/)
- [Data Mining Algorithms and Applications](https://scholariq.org/topics/data-mining-algorithms-and-applications/)
- [Market Dynamics and Volatility](https://scholariq.org/topics/market-dynamics-and-volatility/)
- [Rough Sets and Fuzzy Logic](https://scholariq.org/topics/rough-sets-and-fuzzy-logic/)
- [Statistical Methods and Bayesian Inference](https://scholariq.org/topics/statistical-methods-and-bayesian-inference/)

## Researcher university

- [IE University](https://scholariq.org/institutions/ie-university/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.