Emanuele Borgonovo

58 papers Journal 56Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Fifty years of decision analysis in operational research: A review.
Eur. J. Oper. Res.
Emanuele Borgonovo, Victor Richmond R. Jose, Morgan Knowlton, Ross Shachter, Johannes Ulrich Siebert, Canan Ulu
2026 J jnl
Neural Conditional Transport Maps.
Trans. Mach. Learn. Res.
Carlos Rodríguez-Pardo, Leonardo Chiani, Emanuele Borgonovo, Massimo Tavoni
2025 J jnl
Doctor Rashomon and the UNIVERSE of Madness: Variable Importance with Unobserved Confounding and the Rashomon Effect.
CoRR
Jon Donnelly, Srikar Katta, Emanuele Borgonovo, Cynthia Rudin
2025 J jnl
Global Sensitivity Analysis via Optimal Transport.
Manag. Sci.
Emanuele Borgonovo, Alessio Figalli, Elmar Plischke, Giuseppe Savaré
2025 J jnl
Neural Conditional Transport Maps.
CoRR
Carlos Rodríguez-Pardo, Leonardo Chiani, Emanuele Borgonovo, Massimo Tavoni
2025 J jnl
No for Some, Yes for Others: Persona Prompts and Other Sources of False Refusal in Language Models.
CoRR
Flor Miriam Plaza del Arco, Paul Röttger, Nino Scherrer, Emanuele Borgonovo, Elmar Plischke, Dirk Hovy
2024 J jnl
The many Shapley values for explainable artificial intelligence: A sensitivity analysis perspective.
Eur. J. Oper. Res.
Emanuele Borgonovo, Elmar Plischke, Giovanni Rabitti
2024 J jnl
Total effects with constrained features.
Stat. Comput.
Emanuele Borgonovo, Elmar Plischke, Clémentine Prieur
2023 — conf
Decision Analysis in Stochastic Sociocultural Systems.
EPEW
Amy Sliva, Emanuele Borgonovo, Alexander H. Levis, Christopher Pawlenok, Nathaniel Plaspohl
2023 J jnl
Explaining classifiers with measures of statistical association.
Comput. Stat. Data Anal.
Emanuele Borgonovo, Valentina Ghidini, Roman Hahn, Elmar Plischke
2023 J jnl
Global sensitivity analysis in epidemiological modeling.
Eur. J. Oper. Res.
Xuefei Lu, Emanuele Borgonovo
2023 J jnl
Information Density in Decision Analysis.
Decis. Anal.
Gordon Hazen, Emanuele Borgonovo, Xuefei Lu
2023 J jnl
Screening: From tornado diagrams to effective dimensions.
Eur. J. Oper. Res.
Emanuele Borgonovo, Giovanni Rabitti
2023 J jnl
Sensitivity Analysis of Pandemic Models Can Support Effective Policy Decisions.
J. Comput. Graph. Stat.
Emanuele Borgonovo, Xuefei Lu, Giovanni Rabitti
2022 J jnl
Sensitivity analysis of agent-based models: a new protocol.
Comput. Math. Organ. Theory
Emanuele Borgonovo, Marco Pangallo, Jan W. Rivkin, Leonardo Rizzo, Nicolaj Siggelkow
2022 J jnl
The Mean Dimension of Neural Networks - What causes the interaction effects?
CoRR
Roman Hahn, Christoph Feinauer, Emanuele Borgonovo
2021 J jnl
Computing Shapley Effects for Sensitivity Analysis.
SIAM/ASA J. Uncertain. Quantification
Elmar Plischke, Giovanni Rabitti, Emanuele Borgonovo
2021 J jnl
Probabilistic sensitivity measures as information value.
Eur. J. Oper. Res.
Emanuele Borgonovo, Gordon B. Hazen, Victor Richmond R. Jose, Elmar Plischke
2021 J jnl
Remaining-useful-lifetime and system-remaining-profit based importance measures for decisions on preventive maintenance.
Reliab. Eng. Syst. Saf.
Xiaoyan Zhu, Zhiqiang Chen, Emanuele Borgonovo
2021 J jnl
The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support.
Environ. Model. Softw.
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
2020 J jnl
Faster Kriging: Facing High-Dimensional Simulators.
Oper. Res.
Xuefei Lu, Alessandro Rudi, Emanuele Borgonovo, Lorenzo Rosasco
2020 J jnl
Nonparametric estimation of probabilistic sensitivity measures.
Stat. Comput.
Isadora Antoniano-Villalobos, Emanuele Borgonovo, Xuefei Lu
2019 J jnl
A Shapley-Owen Index for Interaction Quantification.
SIAM/ASA J. Uncertain. Quantification
Giovanni Rabitti, Emanuele Borgonovo
2019 J jnl
Copula theory and probabilistic sensitivity analysis: Is there a connection?
Eur. J. Oper. Res.
Elmar Plischke, Emanuele Borgonovo
2018 J jnl
A global tolerance approach to sensitivity analysis in linear programming.
Eur. J. Oper. Res.
Emanuele Borgonovo, Gregery T. Buzzard, Richard E. Wendell
2018 J jnl
Functional ANOVA with Multiple Distributions: Implications for the Sensitivity Analysis of Computer Experiments.
SIAM/ASA J. Uncertain. Quantification
Emanuele Borgonovo, Max D. Morris, Elmar Plischke
2018 J jnl
Risk analysis and decision theory: A bridge.
Eur. J. Oper. Res.
Emanuele Borgonovo, Veronica Cappelli, Fabio Maccheroni, Massimo Marinacci
2017 J jnl
Forty years of the European Journal of Operational Research: A bibliometric overview.
Eur. J. Oper. Res.
Sigifredo Laengle, José M. Merigó, Jaime Miranda, Roman Slowinski, Immanuel M. Bomze, Emanuele Borgonovo, Robert G. Dyson, José Fernando Oliveira, Ruud H. Teunter
2017 J jnl
On the Boolean extension of the Birnbaum importance to non-coherent systems.
Reliab. Eng. Syst. Saf.
Hananeh Aliee, Emanuele Borgonovo, Michael Glaß, Jürgen Teich
2016 J jnl
A new time-independent reliability importance measure.
Eur. J. Oper. Res.
Emanuele Borgonovo, Hananeh Aliee, Michael Glaß, Jürgen Teich
2016 — conf
Guiding Genetic Algorithms using importance measures for reliable design of embedded systems.
DFT
Hananeh Aliee, Stefan Vitzethum, Michael Glaß, Jürgen Teich, Emanuele Borgonovo
2016 J jnl
Invariant methods for an ensemble-based sensitivity analysis of a passive containment cooling system of an AP1000 nuclear power plant.
Reliab. Eng. Syst. Saf.
Francesco Di Maio, Giancarlo Nicola, Emanuele Borgonovo, Enrico Zio
2016 J jnl
Sensitivity analysis: A review of recent advances.
Eur. J. Oper. Res.
Emanuele Borgonovo, Elmar Plischke
2015 J jnl
Decision analysis under ambiguity.
Eur. J. Oper. Res.
Emanuele Borgonovo, Massimo Marinacci
2015 J jnl
Elicitation of multiattribute value functions through high dimensional model representations: Monotonicity and interactions.
Eur. J. Oper. Res.
Francesca Beccacece, Emanuele Borgonovo, Greg Buzzard, Alessandra Cillo, Stanley Zionts
2014 J jnl
Decision-network polynomials and the sensitivity of decision-support models.
Eur. J. Oper. Res.
Emanuele Borgonovo, Fabio Tonoli
2013 J jnl
Global sensitivity measures from given data.
Eur. J. Oper. Res.
Elmar Plischke, Emanuele Borgonovo, Curtis L. Smith
2013 J jnl
Invariant Probabilistic Sensitivity Analysis.
Manag. Sci.
Manel Baucells, Emanuele Borgonovo
2013 J jnl
On the importance of uncertain factors in seismic fragility assessment.
Reliab. Eng. Syst. Saf.
Emanuele Borgonovo, Irmela Zentner, A. Pellegri, Stefano Tarantola, Etienne de Rocquigny
2013 J jnl
Risk analysis with contractual default. Does covenant breach matter?
Eur. J. Oper. Res.
Emanuele Borgonovo, Stefano Gatti
2012 J jnl
Advances in sensitivity analysis.
Reliab. Eng. Syst. Saf.
Emanuele Borgonovo, Stefano Tarantola
2012 J jnl
Composite multilinearity, epistemic uncertainty and risk achievement worth.
Eur. J. Oper. Res.
Emanuele Borgonovo, Curtis L. Smith
2012 J jnl
Model emulation and moment-independent sensitivity analysis: An application to environmental modelling.
Environ. Model. Softw.
Emanuele Borgonovo, William Castaings, Stefano Tarantola
2012 J jnl
Sampling strategies in density-based sensitivity analysis.
Environ. Model. Softw.
William Castaings, Emanuele Borgonovo, Max D. Morris, Stefano Tarantola
2011 J jnl
A Study of Interactions in the Risk Assessment of Complex Engineering Systems: An Application to Space PSA.
Oper. Res.
Emanuele Borgonovo, Curtis L. Smith
2011 J jnl
Functional ANOVA, ultramodularity and monotonicity: Applications in multiattribute utility theory.
Eur. J. Oper. Res.
Francesca Beccacece, Emanuele Borgonovo
2011 J jnl
Managerial insights from service industry models: a new scenario decomposition method.
Ann. Oper. Res.
Emanuele Borgonovo, Lorenzo A. Peccati
2011 J jnl
Sensitivity analysis of portfolio properties with budget constraints.
Int. J. Math. Oper. Res.
Emanuele Borgonovo, Marco Percoco
2010 J jnl
Moment calculations for piecewise-defined functions: an application to stochastic optimization with coherent risk measures.
Ann. Oper. Res.
Emanuele Borgonovo, Lorenzo A. Peccati
2010 J jnl
Sensitivity analysis with finite changes: An application to modified EOQ models.
Eur. J. Oper. Res.
Emanuele Borgonovo
2010 J jnl
The reliability importance of components and prime implicants in coherent and non-coherent systems including total-order interactions.
Eur. J. Oper. Res.
Emanuele Borgonovo
2010 J jnl
What drives value creation in investment projects? An application of sensitivity analysis to project finance transactions.
Eur. J. Oper. Res.
Emanuele Borgonovo, Stefano Gatti, Lorenzo A. Peccati
2009 J jnl
Sensitivity analysis of multinomial decision trees.
Int. J. Math. Oper. Res.
Emanuele Borgonovo
2007 J jnl
A new uncertainty importance measure.
Reliab. Eng. Syst. Saf.
Emanuele Borgonovo
2007 J jnl
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.
Emanuele Borgonovo
2003 J jnl
Comparison of global sensitivity analysis techniques and importance measures in PSA.
Reliab. Eng. Syst. Saf.
Emanuele Borgonovo, George E. Apostolakis, Stefano Tarantola, Andrea Saltelli
2001 J jnl
A new importance measure for risk-informed decision making.
Reliab. Eng. Syst. Saf.
Emanuele Borgonovo, George E. Apostolakis
2000 J jnl
A Monte Carlo methodological approach to plant availability modeling with maintenance, aging and obsolescence.
Reliab. Eng. Syst. Saf.
Emanuele Borgonovo, Marzio Marseguerra, Enrico Zio