Manuele Leonelli

Assistant Professor

IE University

Spain

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About

Manuele Leonelli is an Assistant Professor at IE University in Spain. His research focuses on Bayesian networks, sensitivity analysis, and probabilistic graphical models. Recent publications include studies on AI regulation, shooting performance in biathlon, and health data modeling. He also contributes to the development of tools and resources for Bayesian network analysis.

Articles (14)

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2025

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2025

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2025

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2025

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2025

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2024

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2024

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2022

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2022

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2022

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2022

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2021

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2020

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2020

Collaborators (2)

Gherardo Varando

Assistant Professor (Ayudante Doctor)

Universitat Politècnica de València

SPAIN

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Rafael Ballester-Ripoll

Assistant Professor

IE University

SPAIN

View details

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Manuele Leonelli

Research Interests

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About

Articles (14)

The diameter of a stochastic matrix: A new measure for sensitivity analysis in Bayesian networks

Understanding support for AI regulation: A Bayesian network perspective

Predicting and understanding shooting performance in professional biathlon: a Bayesian approach

Global sensitivity analysis of uncertain parameters in Bayesian networks

bnRep: A repository of Bayesian networks from the academic literature

Using staged tree models for health data: Investigating invasive fungal infections by aspergillus and other filamentous fungi

Staged trees and asymmetry-labeled DAGs

A geometric characterization of sensitivity analysis in monomial models

Computing Sobol indices in probabilistic graphical models

The R Package stagedtrees for Structural Learning of Stratified Staged Trees

The curved exponential family of a staged tree

A change-point approach for the identification of financial extreme regimes

Coherent combination of probabilistic outputs for group decision making: an algebraic approach

Semiparametric bivariate modelling with flexible extremal dependence

Collaborators (2)

Gherardo Varando

Rafael Ballester-Ripoll

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