Emanuele Borgonovo

Economics, Politics and Decision Sciences

Biography

Latest publications

BORGONOVO E., Figalli A., Plischke E., Savaré G. Global Sensitivity Analysis via Optimal Transport Management Science, 2024
BORGONOVO E., Plischke E., Rabitti G. The many Shapley values for explainable artificial intelligence: A sensitivity analysis perspective European Journal of Operational Research, 2024, vol.318, no. 3, pp.911-926
BORGONOVO E., FEIN D., POLI E., VENTURINI S. Principles of Business Analytics Bocconi University Press - BUP, Milano, Italy, 2024
BORGONOVO E., Plischke E., Prieur C. Total effects with constrained features Statistics and Computing, 2024, vol.34, no. 2, pp.87
BORGONOVO E., Clemente G. P., Rabitti G. Why insurance regulators need to require sensitivity settings of internal models for their approval Finance Research Letters, 2024, vol.60, pp.104859
BORGONOVO E. Sensitivity Analysis in Tutorials in Operations Research: Advancing the Frontiers of OR/MS: From Methodologies to Applications Ebru Bish, Hari Balasubramanian, Douglas Shier, Harvey J. Greenberg(Ed), INFORMS, pp.52-81, 2023

Grants & Honors

Excellence in Research Award - Università Commerciale Luigi Bocconi , 2020
Excellence in Teaching Award - Università Commerciale Luigi Bocconi , 2020
IBM Faculty Award , 2015
Teaching Excellence Award - Università Commerciale Luigi Bocconi , 2015
Best Risk Analysis Paper Award, from 'Risk Analysis, an International Journal' for the paper: "Uncertainty in Climate Change: Can Global Sensitivity Analysis be of Help?", with B. Anderson, M. Galeotti and R. Roson - SRA - Society for Risk Analysis , 2014
Best Reviewer Award 'European Journal of Operational Research' , 2013
Best Reviewer Award 'Reliability Engineering and System Safety' , 2013
Best Reviewer Award 'Risk Analysis' , 2013
Best Research Paper Award from the journal 'Economia & Management' - SDA Bocconi School of Management , 2012
Best Reviewer Award 'Environmental Modelling and Software' , 2012
Research Excellence Award - Università Commerciale Luigi Bocconi , 2012
Best Reviewer Award 'European Journal of Operational Research' , 2011
Research Excellence Award - Università Commerciale Luigi Bocconi , 2011
Research Excellence Award - Università Commerciale Luigi Bocconi , 2010
Research Excellence Award - Università Commerciale Luigi Bocconi , 2009
Research Excellence Award - Università Commerciale Luigi Bocconi , 2008
Research Excellence Award - Università Commerciale Luigi Bocconi , 2007
Research Excellence Award - Università Commerciale Luigi Bocconi , 2006

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Artificial Intelligence and Data Science for Executives Making better decisions through machine learning
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A journey through the digital revolution to learn how to capitalize on these enhancing technologies to gain competitive advantage in existing and new markets.