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E

Emanuele Borgonovo

massachusetts institute of technology

40H-index
203Paper Count
7.7KCitation Count
Published Papers 73
Publication Date
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Classical importance measures from reliability simulations: A given data approach
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2026-07-23
err0
errOAAI
errEmanuele Borgonovo; Curtis Smith
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errSave
How do I explain that decision? A new approach combining counterfactuals and sensitivity analyses
errEuropean Journal of Operational Research
IF6
err2026-04-30
err0
PREAI
errXuefei Lu; Emanuele Borgonovo
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errSave
A framework for global sensitivity analysis in long-term energy systems planning using optimal transport
errEnergy
IF9.4
err2025-10-07
err0
errOAAI
errMatteo Nicoli; Emanuele Borgonovo; Valeria Di Cosmo; Daniele Mosso; Elmar Plischke; Laura Savoldi; Anderson Rodrigo de Queiroz
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errSave
Fifty years of decision analysis in operational research: A review
errEuropean Journal of Operational Research
IF6
err2025-05-23
err0
errOAAI
errEmanuele Borgonovo; Victor Richmond R. Jose; Morgan Knowlton; Ross Shachter; Johannes Ulrich Siebert; Canan Ulu
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errSave
Convexity and measures of statistical association
errJOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
IF3.6
err2025-04-15
err0
errOAAI
errBorgonovo, Emanuele; Figalli, Alessio; Ghosal, Promit; Plischke, Elmar; Savare, Giuseppe
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errSave
Global sensitivity analyses for test planning with black-box models for Mars Sample Return
errRISK ANALYSIS
IF3.3
err2025-03-01
err0
PREAI
errCataldo, Giuseppe; Borgonovo, Emanuele; Siddens, Aaron; Carpenter, Kevin; Nado, Martin; Plischke, Elmar
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errSave
Artificial intelligence for risk analysis and the risks of artificial intelligence: Part 1
errRISK ANALYSIS
IF3.3
err2025-03-01
err0
PREAI
errBier, Vicki; Borgonovo, Emanuele; Cox, Tony; Rudin, Cynthia
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errSave
Global sensitivity analysis of integrated assessment models with multivariate outputs
errRISK ANALYSIS
IF3.3
err2025-02-22
err0
errOAAI
errChiani, Leonardo; Borgonovo, Emanuele; Plischke, Elmar; Tavoni, Massimo
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errSave
Direction of impact for explainable risk assessment modeling
errRISK ANALYSIS
IF3.3
err2025-02-01
err0
errOAAI
errBorgonovo, Emanuele; Baucells, Manel; De Rosa, Antonio; Plischke, Elmar; Barr, John; Rabitz, Herschel
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errSave
The many Shapley values for explainable artificial intelligence: A sensitivity analysis perspective
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2024-11-01
err3
errOAAI
errBorgonovo, Emanuele; Plischke, Elmar; Rabitti, Giovanni
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errSave
Why insurance regulators need to require sensitivity settings of internal models for their approval
errFINANCE RESEARCH LETTERS
IF6.9
err2024-02-01
err1
errOAAI
errBorgonovo, Emanuele; Clemente, Gian Paolo; Rabitti, Giovanni
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Do automation and AI impact on job reduction? A study on perceived risk of losing job among white-collars in the Italian manufacturing companies
errPRODUCTION PLANNING & CONTROL
IF5.4
err2023-08-09
err5
PREAI
errChiarini, Andrea; Grando, Alberto; Venturini, Sergio; Borgonovo, Emanuele
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errSave
Screening: From tornado diagrams to effective dimensions
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2023-02-01
err9
errOAAI
errBorgonovo, Emanuele; Rabitti, Giovanni
errShare
errSave
Global sensitivity analysis in epidemiological modeling Global sensitivity analysis in epidemiological modeling
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2023-01-01
err25
errOAAI
errLu, Xuefei; Borgonovo, Emanuele
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errSave
Feature importance measures to dissect the role of sub-basins in shaping the catchment hydrological response: a proof of concept
errSTOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT
IF3.6
err2022-11-18
err11
errOAAI
errCappelli, Francesco; Tauro, Flavia; Apollonio, Ciro; Petroselli, Andrea; Borgonovo, Emanuele; Grimaldi, Salvatore
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errSave
Remaining-useful-lifetime and system-remaining-profit based importance measures for decisions on preventive maintenance
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2021-12-01
err26
PREAI
errZhu, Xiaoyan; Chen, Zhiqiang; Borgonovo, Emanuele
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errSave
Money, privacy, anonymity: What do experiments tell us?*
errJOURNAL OF FINANCIAL STABILITY
IF4.2
err2021-10-01
err24
PREAI
errBorgonovo, Emanuele; Caselli, Stefano; Cillo, Alessandra; Masciandaro, Donato; Rabitti, Giovanni
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errSave
Irrigated areas drive irrigation water withdrawals
errNATURE COMMUNICATIONS
IF15.7
err2021-07-26
err60
errOAAI
errPuy, Arnald; Borgonovo, Emanuele; Lo Piano, Samuele; Levin, Simon A.; Saltelli, Andrea
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errSave
Global Sensitivity Analysis with Mixtures: A Generalized Functional ANOVA Approach
errRISK ANALYSIS
IF3.3
err2021-06-19
err4
errOAAI
errBorgonovo, Emanuele; Li, Genyuan; Barr, John; Plischke, Elmar; Rabitz, Herschel
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errSave
Probabilistic sensitivity measures as information value
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2021-03-01
err13
PREAI
errBorgonovo, Emanuele; Hazen, Gordon B.; Jose, Victor Richmond R.; Plischke, Elmar
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Research Directions

No research directions
Co-authors
Cooperation Journals
D
Detlef P. van Vuuren
H-index: 147 · Papers: 867
S
Simon A. Levin
H-index: 143 · Papers: 996
E
Enrico Zio
H-index: 98 · Papers: 1.8K
P
Peter Havlík
H-index: 93 · Papers: 673
H
Herschel Rabitz
H-index: 87 · Papers: 1.3K
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