Emanuele Borgonovo

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 29

Top Topics

Managerial Insights

Linear Programming

Variational Inequalities

Nonparametric Estimation

Top Venues

Eur. J. Oper. Res.

SIAM/ASA J. Uncertain. Quantification

Reliab. Eng. Syst. Saf.

Publications

Emanuele Borgonovo, Elmar Plischke, Clémentine Prieur
Total effects with constrained features. Stat. Comput. 34 (2) (2024)
Emanuele Borgonovo, Elmar Plischke, Giovanni Rabitti
The many Shapley values for explainable artificial intelligence: A sensitivity analysis perspective. Eur. J. Oper. Res. 318 (3) (2024)
Xuefei Lu, Emanuele Borgonovo
Global sensitivity analysis in epidemiological modeling. Eur. J. Oper. Res. 304 (1) (2023)
Gordon Hazen, Emanuele Borgonovo, Xuefei Lu
Information Density in Decision Analysis. Decis. Anal. 20 (2) (2023)
Emanuele Borgonovo, Valentina Ghidini, Roman Hahn, Elmar Plischke
Explaining classifiers with measures of statistical association. Comput. Stat. Data Anal. 182 (2023)
Emanuele Borgonovo, Giovanni Rabitti
Screening: From tornado diagrams to effective dimensions. Eur. J. Oper. Res. 304 (3) (2023)
Amy Sliva, Emanuele Borgonovo, Alexander H. Levis, Christopher Pawlenok, Nathaniel Plaspohl
Decision Analysis in Stochastic Sociocultural Systems. EPEW (2023)
Emanuele Borgonovo, Xuefei Lu, Giovanni Rabitti
Sensitivity Analysis of Pandemic Models Can Support Effective Policy Decisions. J. Comput. Graph. Stat. 32 (3) (2023)
Roman Hahn, Christoph Feinauer, Emanuele Borgonovo
The Mean Dimension of Neural Networks - What causes the interaction effects? CoRR (2022)
Emanuele Borgonovo, Marco Pangallo, Jan W. Rivkin, Leonardo Rizzo, Nicolaj Siggelkow
Sensitivity analysis of agent-based models: a new protocol. Comput. Math. Organ. Theory 28 (1) (2022)
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
The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support. Environ. Model. Softw. 137 (2021)
Xiaoyan Zhu, Zhiqiang Chen, Emanuele Borgonovo
Remaining-useful-lifetime and system-remaining-profit based importance measures for decisions on preventive maintenance. Reliab. Eng. Syst. Saf. 216 (2021)
Elmar Plischke, Giovanni Rabitti, Emanuele Borgonovo
Computing Shapley Effects for Sensitivity Analysis. SIAM/ASA J. Uncertain. Quantification 9 (4) (2021)
Emanuele Borgonovo, Gordon B. Hazen, Victor Richmond R. Jose, Elmar Plischke
Probabilistic sensitivity measures as information value. Eur. J. Oper. Res. 289 (2) (2021)
Isadora Antoniano-Villalobos, Emanuele Borgonovo, Xuefei Lu
Nonparametric estimation of probabilistic sensitivity measures. Stat. Comput. 30 (2) (2020)
Xuefei Lu, Alessandro Rudi, Emanuele Borgonovo, Lorenzo Rosasco
Faster Kriging: Facing High-Dimensional Simulators. Oper. Res. 68 (1) (2020)
Giovanni Rabitti, Emanuele Borgonovo
A Shapley-Owen Index for Interaction Quantification. SIAM/ASA J. Uncertain. Quantification 7 (3) (2019)
Elmar Plischke, Emanuele Borgonovo
Copula theory and probabilistic sensitivity analysis: Is there a connection? Eur. J. Oper. Res. 277 (3) (2019)
Emanuele Borgonovo, Gregery T. Buzzard, Richard E. Wendell
A global tolerance approach to sensitivity analysis in linear programming. Eur. J. Oper. Res. 267 (1) (2018)
Emanuele Borgonovo, Veronica Cappelli, Fabio Maccheroni, Massimo Marinacci
Risk analysis and decision theory: A bridge. Eur. J. Oper. Res. 264 (1) (2018)
Emanuele Borgonovo, Max D. Morris, Elmar Plischke
Functional ANOVA with Multiple Distributions: Implications for the Sensitivity Analysis of Computer Experiments. SIAM/ASA J. Uncertain. Quantification 6 (1) (2018)
Hananeh Aliee, Emanuele Borgonovo, Michael Glaß, Jürgen Teich
On the Boolean extension of the Birnbaum importance to non-coherent systems. Reliab. Eng. Syst. Saf. 160 (2017)
Sigifredo Laengle, José M. Merigó, Jaime Miranda, Roman Slowinski, Immanuel M. Bomze, Emanuele Borgonovo, Robert G. Dyson, José Fernando Oliveira, Ruud H. Teunter
Forty years of the European Journal of Operational Research: A bibliometric overview. Eur. J. Oper. Res. 262 (3) (2017)
Hananeh Aliee, Stefan Vitzethum, Michael Glaß, Jürgen Teich, Emanuele Borgonovo
Guiding Genetic Algorithms using importance measures for reliable design of embedded systems. DFT (2016)
Emanuele Borgonovo, Elmar Plischke
Sensitivity analysis: A review of recent advances. Eur. J. Oper. Res. 248 (3) (2016)
Francesco Di Maio, Giancarlo Nicola, Emanuele Borgonovo, Enrico Zio
Invariant methods for an ensemble-based sensitivity analysis of a passive containment cooling system of an AP1000 nuclear power plant. Reliab. Eng. Syst. Saf. 151 (2016)
Emanuele Borgonovo, Hananeh Aliee, Michael Glaß, Jürgen Teich
A new time-independent reliability importance measure. Eur. J. Oper. Res. 254 (2) (2016)
Emanuele Borgonovo, Massimo Marinacci
Decision analysis under ambiguity. Eur. J. Oper. Res. 244 (3) (2015)
Francesca Beccacece, Emanuele Borgonovo, Greg Buzzard, Alessandra Cillo, Stanley Zionts
Elicitation of multiattribute value functions through high dimensional model representations: Monotonicity and interactions. Eur. J. Oper. Res. 246 (2) (2015)
Emanuele Borgonovo, Fabio Tonoli
Decision-network polynomials and the sensitivity of decision-support models. Eur. J. Oper. Res. 239 (2) (2014)
Elmar Plischke, Emanuele Borgonovo, Curtis L. Smith
Global sensitivity measures from given data. Eur. J. Oper. Res. 226 (3) (2013)
Emanuele Borgonovo, Irmela Zentner, A. Pellegri, Stefano Tarantola, Etienne de Rocquigny
On the importance of uncertain factors in seismic fragility assessment. Reliab. Eng. Syst. Saf. 109 (2013)
Manel Baucells, Emanuele Borgonovo
Invariant Probabilistic Sensitivity Analysis. Manag. Sci. 59 (11) (2013)
Emanuele Borgonovo, Stefano Gatti
Risk analysis with contractual default. Does covenant breach matter? Eur. J. Oper. Res. 230 (2) (2013)
William Castaings, Emanuele Borgonovo, Max D. Morris, Stefano Tarantola
Sampling strategies in density-based sensitivity analysis. Environ. Model. Softw. 38 (2012)
Emanuele Borgonovo, William Castaings, Stefano Tarantola
Model emulation and moment-independent sensitivity analysis: An application to environmental modelling. Environ. Model. Softw. 34 (2012)
Emanuele Borgonovo, Curtis L. Smith
Composite multilinearity, epistemic uncertainty and risk achievement worth. Eur. J. Oper. Res. 222 (2) (2012)
Emanuele Borgonovo, Stefano Tarantola
Advances in sensitivity analysis. Reliab. Eng. Syst. Saf. 107 (2012)
Francesca Beccacece, Emanuele Borgonovo
Functional ANOVA, ultramodularity and monotonicity: Applications in multiattribute utility theory. Eur. J. Oper. Res. 210 (2) (2011)
Emanuele Borgonovo, L. Peccati
Managerial insights from service industry models: a new scenario decomposition method. Ann. Oper. Res. 185 (1) (2011)
Emanuele Borgonovo, Curtis L. Smith
A Study of Interactions in the Risk Assessment of Complex Engineering Systems: An Application to Space PSA. Oper. Res. 59 (6) (2011)
Emanuele Borgonovo, Marco Percoco
Sensitivity analysis of portfolio properties with budget constraints. Int. J. Math. Oper. Res. 3 (3) (2011)
Emanuele Borgonovo, Stefano Gatti, L. Peccati
What drives value creation in investment projects? An application of sensitivity analysis to project finance transactions. Eur. J. Oper. Res. 205 (1) (2010)
Emanuele Borgonovo
The reliability importance of components and prime implicants in coherent and non-coherent systems including total-order interactions. Eur. J. Oper. Res. 204 (3) (2010)
Emanuele Borgonovo, L. Peccati
Moment calculations for piecewise-defined functions: an application to stochastic optimization with coherent risk measures. Ann. Oper. Res. 176 (1) (2010)
Emanuele Borgonovo
Sensitivity analysis with finite changes: An application to modified EOQ models. Eur. J. Oper. Res. 200 (1) (2010)
Emanuele Borgonovo
Sensitivity analysis of multinomial decision trees. Int. J. Math. Oper. Res. 1 (1/2) (2009)
Emanuele Borgonovo
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. 92 (10) (2007)
Emanuele Borgonovo
A new uncertainty importance measure. Reliab. Eng. Syst. Saf. 92 (6) (2007)
Emanuele Borgonovo, George E. Apostolakis, Stefano Tarantola, Andrea Saltelli
Comparison of global sensitivity analysis techniques and importance measures in PSA. Reliab. Eng. Syst. Saf. 79 (2) (2003)
Emanuele Borgonovo, George E. Apostolakis
A new importance measure for risk-informed decision making. Reliab. Eng. Syst. Saf. 72 (2) (2001)
Emanuele Borgonovo, Marzio Marseguerra, Enrico Zio
A Monte Carlo methodological approach to plant availability modeling with maintenance, aging and obsolescence. Reliab. Eng. Syst. Saf. 67 (1) (2000)