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ORCIDEmanuele Borgonovo
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2020 – today
- 2024
[j49]Emanuele Borgonovo
, Elmar Plischke, Giovanni Rabitti:
The many Shapley values for explainable artificial intelligence: A sensitivity analysis perspective. Eur. J. Oper. Res. 318(3): 911-926 (2024)- [j48]Emanuele Borgonovo, Elmar Plischke, Clémentine Prieur:
Total effects with constrained features. Stat. Comput. 34(2): 87 (2024) - 2023
- [j47]Emanuele Borgonovo, Valentina Ghidini, Roman Hahn, Elmar Plischke:
Explaining classifiers with measures of statistical association. Comput. Stat. Data Anal. 182: 107701 (2023) - [j46]Gordon Hazen, Emanuele Borgonovo, Xuefei Lu:
Information Density in Decision Analysis. Decis. Anal. 20(2): 89-108 (2023) - [j45]Xuefei Lu, Emanuele Borgonovo:
Global sensitivity analysis in epidemiological modeling. Eur. J. Oper. Res. 304(1): 9-24 (2023) - [j44]Emanuele Borgonovo, Giovanni Rabitti:
Screening: From tornado diagrams to effective dimensions. Eur. J. Oper. Res. 304(3): 1200-1211 (2023) - [j43]Emanuele Borgonovo, Xuefei Lu, Giovanni Rabitti:
Sensitivity Analysis of Pandemic Models Can Support Effective Policy Decisions. J. Comput. Graph. Stat. 32(3): 767-768 (2023) - [c2]Amy Sliva, Emanuele Borgonovo, Alexander H. Levis, Christopher Pawlenok, Nathaniel Plaspohl:
Decision Analysis in Stochastic Sociocultural Systems. EPEW 2023: 154-168 - 2022
- [j42]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): 52-94 (2022) - [i1]Roman Hahn, Christoph Feinauer, Emanuele Borgonovo:
The Mean Dimension of Neural Networks - What causes the interaction effects? CoRR abs/2207.04890 (2022) - 2021
- [j41]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: 104954 (2021) - [j40]Emanuele Borgonovo, Gordon B. Hazen, Victor Richmond R. Jose, Elmar Plischke:
Probabilistic sensitivity measures as information value. Eur. J. Oper. Res. 289(2): 595-610 (2021) - [j39]Elmar Plischke, Giovanni Rabitti, Emanuele Borgonovo:
Computing Shapley Effects for Sensitivity Analysis. SIAM/ASA J. Uncertain. Quantification 9(4): 1411-1437 (2021) - [j38]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: 107951 (2021) - 2020
- [j37]Xuefei Lu, Alessandro Rudi, Emanuele Borgonovo, Lorenzo Rosasco:
Faster Kriging: Facing High-Dimensional Simulators. Oper. Res. 68(1): 233-249 (2020) - [j36]Isadora Antoniano-Villalobos, Emanuele Borgonovo, Xuefei Lu:
Nonparametric estimation of probabilistic sensitivity measures. Stat. Comput. 30(2): 447-467 (2020)
2010 – 2019
- 2019
- [j35]Elmar Plischke, Emanuele Borgonovo:
Copula theory and probabilistic sensitivity analysis: Is there a connection? Eur. J. Oper. Res. 277(3): 1046-1059 (2019) - [j34]Giovanni Rabitti, Emanuele Borgonovo:
A Shapley-Owen Index for Interaction Quantification. SIAM/ASA J. Uncertain. Quantification 7(3): 1060-1075 (2019) - 2018
- [j33]Emanuele Borgonovo, Veronica Cappelli, Fabio Maccheroni, Massimo Marinacci:
Risk analysis and decision theory: A bridge. Eur. J. Oper. Res. 264(1): 280-293 (2018) - [j32]Emanuele Borgonovo, Gregery T. Buzzard, Richard E. Wendell:
A global tolerance approach to sensitivity analysis in linear programming. Eur. J. Oper. Res. 267(1): 321-337 (2018) - [j31]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): 397-427 (2018) - 2017
- [j30]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): 803-816 (2017) - [j29]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: 191-200 (2017) - 2016
- [j28]Emanuele Borgonovo, Elmar Plischke:
Sensitivity analysis: A review of recent advances. Eur. J. Oper. Res. 248(3): 869-887 (2016) - [j27]Emanuele Borgonovo, Hananeh Aliee, Michael Glaß, Jürgen Teich:
A new time-independent reliability importance measure. Eur. J. Oper. Res. 254(2): 427-442 (2016) - [j26]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: 12-19 (2016) - [c1]Hananeh Aliee, Stefan Vitzethum, Michael Glaß, Jürgen Teich, Emanuele Borgonovo:
Guiding Genetic Algorithms using importance measures for reliable design of embedded systems. DFT 2016: 53-56 - 2015
- [j25]Emanuele Borgonovo, Massimo Marinacci:
Decision analysis under ambiguity. Eur. J. Oper. Res. 244(3): 823-836 (2015) - [j24]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): 517-527 (2015) - 2014
- [j23]Emanuele Borgonovo, Fabio Tonoli:
Decision-network polynomials and the sensitivity of decision-support models. Eur. J. Oper. Res. 239(2): 490-503 (2014) - 2013
- [j22]Elmar Plischke, Emanuele Borgonovo, Curtis L. Smith:
Global sensitivity measures from given data. Eur. J. Oper. Res. 226(3): 536-550 (2013) - [j21]Emanuele Borgonovo, Stefano Gatti:
Risk analysis with contractual default. Does covenant breach matter? Eur. J. Oper. Res. 230(2): 431-443 (2013) - [j20]Manel Baucells, Emanuele Borgonovo:
Invariant Probabilistic Sensitivity Analysis. Manag. Sci. 59(11): 2536-2549 (2013) - [j19]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: 66-76 (2013) - 2012
- [j18]Emanuele Borgonovo, William Castaings, Stefano Tarantola:
Model emulation and moment-independent sensitivity analysis: An application to environmental modelling. Environ. Model. Softw. 34: 105-115 (2012) - [j17]William Castaings, Emanuele Borgonovo, Max D. Morris, Stefano Tarantola:
Sampling strategies in density-based sensitivity analysis. Environ. Model. Softw. 38: 13-26 (2012) - [j16]Emanuele Borgonovo, Curtis L. Smith:
Composite multilinearity, epistemic uncertainty and risk achievement worth. Eur. J. Oper. Res. 222(2): 301-311 (2012) - [j15]Emanuele Borgonovo, Stefano Tarantola:
Advances in sensitivity analysis. Reliab. Eng. Syst. Saf. 107: 1-2 (2012) - 2011
- [j14]Emanuele Borgonovo, Lorenzo A. Peccati:
Managerial insights from service industry models: a new scenario decomposition method. Ann. Oper. Res. 185(1): 161-179 (2011) - [j13]Francesca Beccacece, Emanuele Borgonovo:
Functional ANOVA, ultramodularity and monotonicity: Applications in multiattribute utility theory. Eur. J. Oper. Res. 210(2): 326-335 (2011) - [j12]Emanuele Borgonovo, Marco Percoco:
Sensitivity analysis of portfolio properties with budget constraints. Int. J. Math. Oper. Res. 3(3): 295-321 (2011) - [j11]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): 1461-1476 (2011) - 2010
- [j10]Emanuele Borgonovo, Lorenzo A. Peccati:
Moment calculations for piecewise-defined functions: an application to stochastic optimization with coherent risk measures. Ann. Oper. Res. 176(1): 235-258 (2010) - [j9]Emanuele Borgonovo:
Sensitivity analysis with finite changes: An application to modified EOQ models. Eur. J. Oper. Res. 200(1): 127-138 (2010) - [j8]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): 485-495 (2010) - [j7]Emanuele Borgonovo, Stefano Gatti, Lorenzo A. Peccati:
What drives value creation in investment projects? An application of sensitivity analysis to project finance transactions. Eur. J. Oper. Res. 205(1): 227-236 (2010)
2000 – 2009
- 2009
- [j6]Emanuele Borgonovo:
Sensitivity analysis of multinomial decision trees. Int. J. Math. Oper. Res. 1(1/2): 121-143 (2009) - 2007
- [j5]Emanuele Borgonovo:
A new uncertainty importance measure. Reliab. Eng. Syst. Saf. 92(6): 771-784 (2007) - [j4]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): 1458-1467 (2007) - 2003
- [j3]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): 175-185 (2003) - 2001
- [j2]Emanuele Borgonovo, George E. Apostolakis:
A new importance measure for risk-informed decision making. Reliab. Eng. Syst. Saf. 72(2): 193-212 (2001) - 2000
- [j1]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): 61-73 (2000)
Coauthor Index
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