Emanuele Borgonovo

Orcid: 0000-0001-8659-6017

According to our database1, Emanuele Borgonovo authored at least 52 papers between 2000 and 2024.

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Bibliography

2024
Total effects with constrained features.
Stat. Comput., April, 2024

The many Shapley values for explainable artificial intelligence: A sensitivity analysis perspective.
Eur. J. Oper. Res., 2024

2023
Information Density in Decision Analysis.
Decis. Anal., June, 2023

Explaining classifiers with measures of statistical association.
Comput. Stat. Data Anal., June, 2023

Sensitivity Analysis of Pandemic Models Can Support Effective Policy Decisions.
J. Comput. Graph. Stat., 2023

Global sensitivity analysis in epidemiological modeling.
Eur. J. Oper. Res., 2023

Screening: From tornado diagrams to effective dimensions.
Eur. J. Oper. Res., 2023

Decision Analysis in Stochastic Sociocultural Systems.
Proceedings of the Computer Performance Engineering and Stochastic Modelling, 2023

2022
The Mean Dimension of Neural Networks - What causes the interaction effects?
CoRR, 2022

Sensitivity analysis of agent-based models: a new protocol.
Comput. Math. Organ. Theory, 2022

2021
Remaining-useful-lifetime and system-remaining-profit based importance measures for decisions on preventive maintenance.
Reliab. Eng. Syst. Saf., 2021

Computing Shapley Effects for Sensitivity Analysis.
SIAM/ASA J. Uncertain. Quantification, 2021

Probabilistic sensitivity measures as information value.
Eur. J. Oper. Res., 2021

The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support.
Environ. Model. Softw., 2021

2020
Nonparametric estimation of probabilistic sensitivity measures.
Stat. Comput., 2020

Faster Kriging: Facing High-Dimensional Simulators.
Oper. Res., 2020

2019
A Shapley-Owen Index for Interaction Quantification.
SIAM/ASA J. Uncertain. Quantification, 2019

Copula theory and probabilistic sensitivity analysis: Is there a connection?
Eur. J. Oper. Res., 2019

2018
Functional ANOVA with Multiple Distributions: Implications for the Sensitivity Analysis of Computer Experiments.
SIAM/ASA J. Uncertain. Quantification, 2018

Risk analysis and decision theory: A bridge.
Eur. J. Oper. Res., 2018

A global tolerance approach to sensitivity analysis in linear programming.
Eur. J. Oper. Res., 2018

2017
On the Boolean extension of the Birnbaum importance to non-coherent systems.
Reliab. Eng. Syst. Saf., 2017

Forty years of the European Journal of Operational Research: A bibliometric overview.
Eur. J. Oper. Res., 2017

2016
Invariant methods for an ensemble-based sensitivity analysis of a passive containment cooling system of an AP1000 nuclear power plant.
Reliab. Eng. Syst. Saf., 2016

Sensitivity analysis: A review of recent advances.
Eur. J. Oper. Res., 2016

A new time-independent reliability importance measure.
Eur. J. Oper. Res., 2016

Guiding Genetic Algorithms using importance measures for reliable design of embedded systems.
Proceedings of the 2016 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, 2016

2015
Decision analysis under ambiguity.
Eur. J. Oper. Res., 2015

Elicitation of multiattribute value functions through high dimensional model representations: Monotonicity and interactions.
Eur. J. Oper. Res., 2015

2014
Decision-network polynomials and the sensitivity of decision-support models.
Eur. J. Oper. Res., 2014

2013
On the importance of uncertain factors in seismic fragility assessment.
Reliab. Eng. Syst. Saf., 2013

Invariant Probabilistic Sensitivity Analysis.
Manag. Sci., 2013

Global sensitivity measures from given data.
Eur. J. Oper. Res., 2013

Risk analysis with contractual default. Does covenant breach matter?
Eur. J. Oper. Res., 2013

2012
Advances in sensitivity analysis.
Reliab. Eng. Syst. Saf., 2012

Composite multilinearity, epistemic uncertainty and risk achievement worth.
Eur. J. Oper. Res., 2012

Sampling strategies in density-based sensitivity analysis.
Environ. Model. Softw., 2012

Model emulation and moment-independent sensitivity analysis: An application to environmental modelling.
Environ. Model. Softw., 2012

2011
A Study of Interactions in the Risk Assessment of Complex Engineering Systems: An Application to Space PSA.
Oper. Res., 2011

Sensitivity analysis of portfolio properties with budget constraints.
Int. J. Math. Oper. Res., 2011

Functional ANOVA, ultramodularity and monotonicity: Applications in multiattribute utility theory.
Eur. J. Oper. Res., 2011

Managerial insights from service industry models: a new scenario decomposition method.
Ann. Oper. Res., 2011

2010
What drives value creation in investment projects? An application of sensitivity analysis to project finance transactions.
Eur. J. Oper. Res., 2010

The reliability importance of components and prime implicants in coherent and non-coherent systems including total-order interactions.
Eur. J. Oper. Res., 2010

Sensitivity analysis with finite changes: An application to modified EOQ models.
Eur. J. Oper. Res., 2010

Moment calculations for piecewise-defined functions: an application to stochastic optimization with coherent risk measures.
Ann. Oper. Res., 2010

2009
Sensitivity analysis of multinomial decision trees.
Int. J. Math. Oper. Res., 2009

2007
Differential, criticality and Birnbaum importance measures: An application to basic event, groups and SSCs in event trees and binary decision diagrams.
Reliab. Eng. Syst. Saf., 2007

A new uncertainty importance measure.
Reliab. Eng. Syst. Saf., 2007

2003
Comparison of global sensitivity analysis techniques and importance measures in PSA.
Reliab. Eng. Syst. Saf., 2003

2001
A new importance measure for risk-informed decision making.
Reliab. Eng. Syst. Saf., 2001

2000
A Monte Carlo methodological approach to plant availability modeling with maintenance, aging and obsolescence.
Reliab. Eng. Syst. Saf., 2000


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