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Emanuele 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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last updated on 2024-08-03 20:17 CEST by the dblp team
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