Emanuele Borgonovo

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

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Total effects with constrained features.

Emanuele Borgonovo, Elmar Plischke, Clémentine Prieur

Stat. Comput., April, 2024

The many Shapley values for explainable artificial intelligence: A sensitivity analysis perspective.

Emanuele Borgonovo, Elmar Plischke, Giovanni Rabitti

Eur. J. Oper. Res., 2024

2023

Information Density in Decision Analysis.

Gordon Hazen, Emanuele Borgonovo, Xuefei Lu

Decis. Anal., June, 2023

Explaining classifiers with measures of statistical association.

Emanuele Borgonovo, Valentina Ghidini, Roman Hahn, Elmar Plischke

Comput. Stat. Data Anal., June, 2023

Sensitivity Analysis of Pandemic Models Can Support Effective Policy Decisions.

Emanuele Borgonovo, Xuefei Lu, Giovanni Rabitti

J. Comput. Graph. Stat., 2023

Global sensitivity analysis in epidemiological modeling.

Xuefei Lu, Emanuele Borgonovo

Eur. J. Oper. Res., 2023

Screening: From tornado diagrams to effective dimensions.

Emanuele Borgonovo, Giovanni Rabitti

Eur. J. Oper. Res., 2023

Decision Analysis in Stochastic Sociocultural Systems.

Amy Sliva, Emanuele Borgonovo, Alexander H. Levis, Christopher Pawlenok, Nathaniel Plaspohl

Proceedings of the Computer Performance Engineering and Stochastic Modelling, 2023

2022

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

Roman Hahn, Christoph Feinauer, Emanuele Borgonovo

CoRR, 2022

Sensitivity analysis of agent-based models: a new protocol.

Emanuele Borgonovo, Marco Pangallo, Jan W. Rivkin, Leonardo Rizzo, Nicolaj Siggelkow

Comput. Math. Organ. Theory, 2022

2021

Remaining-useful-lifetime and system-remaining-profit based importance measures for decisions on preventive maintenance.

Xiaoyan Zhu, Zhiqiang Chen, Emanuele Borgonovo

Reliab. Eng. Syst. Saf., 2021

Computing Shapley Effects for Sensitivity Analysis.

Elmar Plischke, Giovanni Rabitti, Emanuele Borgonovo

SIAM/ASA J. Uncertain. Quantification, 2021

Probabilistic sensitivity measures as information value.

Emanuele Borgonovo, Gordon B. Hazen, Victor Richmond R. Jose, Elmar Plischke

Eur. J. Oper. Res., 2021

The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support.

Saman Razavi, Anthony J. Jakeman, Andrea Saltelli, Clémentine Prieur, Bertrand Iooss, Emanuele Borgonovo, Elmar Plischke, Samuele Lo Piano, Takuya Iwanaga, William E. Becker, Stefano Tarantola, Joseph H. A. Guillaume, John D. Jakeman, Hoshin V. Gupta, Nicola Melillo, Giovanni Rabitti, Vincent Chabridon, Qingyun Duan, Holger R. Maier

Environ. Model. Softw., 2021

2020

Nonparametric estimation of probabilistic sensitivity measures.

Isadora Antoniano-Villalobos, Emanuele Borgonovo, Xuefei Lu

Stat. Comput., 2020

Faster Kriging: Facing High-Dimensional Simulators.

Xuefei Lu, Alessandro Rudi, Emanuele Borgonovo, Lorenzo Rosasco

Oper. Res., 2020

2019

A Shapley-Owen Index for Interaction Quantification.

Giovanni Rabitti, Emanuele Borgonovo

SIAM/ASA J. Uncertain. Quantification, 2019

Copula theory and probabilistic sensitivity analysis: Is there a connection?

Elmar Plischke, Emanuele Borgonovo

Eur. J. Oper. Res., 2019

2018

Functional ANOVA with Multiple Distributions: Implications for the Sensitivity Analysis of Computer Experiments.

Emanuele Borgonovo, Max D. Morris, Elmar Plischke

SIAM/ASA J. Uncertain. Quantification, 2018

Risk analysis and decision theory: A bridge.

Emanuele Borgonovo, Veronica Cappelli, Fabio Maccheroni, Massimo Marinacci

Eur. J. Oper. Res., 2018

A global tolerance approach to sensitivity analysis in linear programming.

Emanuele Borgonovo, Gregery T. Buzzard, Richard E. Wendell

Eur. J. Oper. Res., 2018

2017

On the Boolean extension of the Birnbaum importance to non-coherent systems.

Hananeh Aliee, Emanuele Borgonovo, Michael Glaß, Jürgen Teich

Reliab. Eng. Syst. Saf., 2017

Forty years of the European Journal of Operational Research: A bibliometric overview.

Sigifredo Laengle, José M. Merigó, Jaime Miranda, Roman Slowinski, Immanuel M. Bomze, Emanuele Borgonovo, Robert G. Dyson, José Fernando Oliveira, Ruud H. Teunter

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.

Francesco Di Maio, Giancarlo Nicola, Emanuele Borgonovo, Enrico Zio

Reliab. Eng. Syst. Saf., 2016

Sensitivity analysis: A review of recent advances.

Emanuele Borgonovo, Elmar Plischke

Eur. J. Oper. Res., 2016

A new time-independent reliability importance measure.

Emanuele Borgonovo, Hananeh Aliee, Michael Glaß, Jürgen Teich

Eur. J. Oper. Res., 2016

Guiding Genetic Algorithms using importance measures for reliable design of embedded systems.

Hananeh Aliee, Stefan Vitzethum, Michael Glaß, Jürgen Teich, Emanuele Borgonovo

Proceedings of the 2016 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, 2016

2015

Decision analysis under ambiguity.

Emanuele Borgonovo, Massimo Marinacci

Eur. J. Oper. Res., 2015

Elicitation of multiattribute value functions through high dimensional model representations: Monotonicity and interactions.

Francesca Beccacece, Emanuele Borgonovo, Greg Buzzard, Alessandra Cillo, Stanley Zionts

Eur. J. Oper. Res., 2015

2014

Decision-network polynomials and the sensitivity of decision-support models.

Emanuele Borgonovo, Fabio Tonoli

Eur. J. Oper. Res., 2014

2013

On the importance of uncertain factors in seismic fragility assessment.

Emanuele Borgonovo, Irmela Zentner, A. Pellegri, Stefano Tarantola, Etienne de Rocquigny

Reliab. Eng. Syst. Saf., 2013

Invariant Probabilistic Sensitivity Analysis.

Manel Baucells, Emanuele Borgonovo

Manag. Sci., 2013

Global sensitivity measures from given data.

Elmar Plischke, Emanuele Borgonovo, Curtis L. Smith

Eur. J. Oper. Res., 2013

Risk analysis with contractual default. Does covenant breach matter?

Emanuele Borgonovo, Stefano Gatti

Eur. J. Oper. Res., 2013

2012

Advances in sensitivity analysis.

Emanuele Borgonovo, Stefano Tarantola

Reliab. Eng. Syst. Saf., 2012

Composite multilinearity, epistemic uncertainty and risk achievement worth.

Emanuele Borgonovo, Curtis L. Smith

Eur. J. Oper. Res., 2012

Sampling strategies in density-based sensitivity analysis.

William Castaings, Emanuele Borgonovo, Max D. Morris, Stefano Tarantola

Environ. Model. Softw., 2012

Model emulation and moment-independent sensitivity analysis: An application to environmental modelling.

Emanuele Borgonovo, William Castaings, Stefano Tarantola

Environ. Model. Softw., 2012

2011

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

Emanuele Borgonovo, Curtis L. Smith

Oper. Res., 2011

Sensitivity analysis of portfolio properties with budget constraints.

Emanuele Borgonovo, Marco Percoco

Int. J. Math. Oper. Res., 2011

Functional ANOVA, ultramodularity and monotonicity: Applications in multiattribute utility theory.

Francesca Beccacece, Emanuele Borgonovo

Eur. J. Oper. Res., 2011

Managerial insights from service industry models: a new scenario decomposition method.

Emanuele Borgonovo, Lorenzo A. Peccati

Ann. Oper. Res., 2011

2010

What drives value creation in investment projects? An application of sensitivity analysis to project finance transactions.

Emanuele Borgonovo, Stefano Gatti, Lorenzo A. Peccati

Eur. J. Oper. Res., 2010

The reliability importance of components and prime implicants in coherent and non-coherent systems including total-order interactions.

Emanuele Borgonovo

Eur. J. Oper. Res., 2010

Sensitivity analysis with finite changes: An application to modified EOQ models.

Emanuele Borgonovo

Eur. J. Oper. Res., 2010

Moment calculations for piecewise-defined functions: an application to stochastic optimization with coherent risk measures.

Emanuele Borgonovo, Lorenzo A. Peccati

Ann. Oper. Res., 2010

2009

Sensitivity analysis of multinomial decision trees.

Emanuele Borgonovo

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.

Emanuele Borgonovo

Reliab. Eng. Syst. Saf., 2007

A new uncertainty importance measure.

Emanuele Borgonovo

Reliab. Eng. Syst. Saf., 2007

2003

Comparison of global sensitivity analysis techniques and importance measures in PSA.

Emanuele Borgonovo, George E. Apostolakis, Stefano Tarantola, Andrea Saltelli

Reliab. Eng. Syst. Saf., 2003

2001

A new importance measure for risk-informed decision making.

Emanuele Borgonovo, George E. Apostolakis

Reliab. Eng. Syst. Saf., 2001

2000

A Monte Carlo methodological approach to plant availability modeling with maintenance, aging and obsolescence.

Emanuele Borgonovo, Marzio Marseguerra, Enrico Zio

Reliab. Eng. Syst. Saf., 2000