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EMANUELE BORGONOVO

EMANUELE BORGONOVO
Docente Ordinario
Dipartimento di Scienze delle Decisioni
 

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Insegnamenti a.a. 2017/2018

11103 BUSINESS ANALYTICS
20486 FONDAMENTI DI BUSINESS ANALYTICS / PRINCIPLES OF BUSINESS ANALYTICS
30400 MATHEMATICS AND STATISTICS - MODULE 1 (MATHEMATICS)
30415 TECHNOLOGICAL INNOVATION SEMINARS I
40255 MODELS FOR RISK EVALUATION
40285 ADVANCED QUANTITATIVE METHODS FOR MANAGEMENT SCIENCE RESEARCH

Insegnamenti a.a. precedenti


Note biografiche

Ph.D. in Probabilistic Risk Assessment presso il Massachusetts Institute of Technology, Cambridge, MA, USA. Thesis advisor: Prof George E. Apostolakis. Ha inoltre perfezionato i suoi studi all'Università di Harvard e alla MIT Sloan School of Management. Laurea a pieni voti in Ingegneria Nucleare Orientamento Matematico-Fisico, Politecnico di Milano.


Curriculum Accademico

Professore Ordinario presso il Dipartimento di Scienze delle Decisioni e Direttore del Management Science Laboratory della SDA Bocconi Business School.

E' Direttore del Bachelor in Economics, Management and Computer Science (BEMACS).

E' stato direttore del Centro di Ricerca ELEUSI dal 2008 al 2012.

E’ presidente del comitato tecnico per l'Analisi di Incertezza della Associazione Europea per la Sicurezza e Effidabilità (ESRA).

E' Co-Editor-In Chief dell'European Jounal of Operational Research.

Ha vinto numerosi premi nazionali e internazionali, tra cui il "2017 Chinese Academy of Sciences President's Visiting Professor Fellowship," il 2015 IBM Faculty Award, il 2014 Best Risk Analysis paper award dalla Society for Risk Analysis,  la McCormack Fellowship della Westinghouse Corporation nel 2000, come best Ph.D. Candidate del Dipartimento di Ingegneria Nucleare del Massachusetts Institute of Technology, la honorary membership di "Sigma XI , the Scientific Research Society of North America" e di "Alpha Nu Sigma," la società onoraria della American Nuclear Society, di cui è stato presidente della sua sezione MIT nel 2000, il 2013 "Best Reviewer Award" della rivista Risk Analysis, il 2013 Best Reviewer Award di Reliability Engineering and System Safety,  il best Reviewer Award dell’ European Journal of Operational Research 2012 e 2010, e il 2012 Best Reviewer Award di Environmental Modelling & Software. Ha vinto il Premio Eccellenza di Ricerca dell'Università Bocconi per nove anni consecutivi dal 2006 al 2014.

Ha ideato numerosi nuovi metodi di analisi di sensibilità, tra cui la Misura importanza differenziale (DIM). DIM è stata presentata alla US Nuclear Regulatory Commission nel 2000 e, dal 2002, è inclusa nella “Probabilistic Risk Assessment Procedures Guide of NASA Managers and Practitioners.”

E 'stato Guest Lecturer e relatore invitato a convegni e seminari in numerose università e conferenze nazionali ed internazionali. Ha partecipato e condotto diversi progetti di ricerca in collaborazione con gli Idaho National Laboratories, il Joint Research Center dell’European Commission, Électricité de France, Fitch Ratings SpA , SAS Institute, Fidia Farmaceutici SpA.

E membro dell'Editorial Board di Risk Analysis, Operations Research Perspectives, Reliability Engineering & System Safety, Journal of Risk and Reliability, International Journal of Mathematics in Operational Research, International Journal of Risk Management, International Journal of Business Logistics, International Journal of Service Oriented Computing and Manufacturing.

E' advisor della Springer International Series in Operations Research and Management Science.

E 'autore di oltre 100 pubblicazioni. I suoi lavori sono apparsi su riviste internazionali quali Journal of the Royal Statistical Society series B, Management Science, Nature Climate Change, Water Resources Research, Operations Research, European Journal of Operational Research, Risk Analysis, Reliability Engineering & System Safety, International Journal of Production Economics, etc .

E' autore del libro: "Sensitivity Analysis: An Introduction for the Management Scientist", Springer International Series of Management Science and Operations Research, 2017.

 

Aree di interesse scientifico

Risk Analysis, Decision Analysis, Uncertainty and Global Sensitivity Analysis, Agent-Based Simulation.


Pubblicazioni principali

Alcune pubblicazioni:

Borgonovo, E., Cappelli, V., Maccheroni, F., Marinacci, M. Risk analysis and decision theory: A bridge, (2018) European Journal of Operational Research, 264 (1), pp. 280-293.

Laengle, S., Merigó, J.M., Miranda, J., Słowiński, R., Bomze, I., Borgonovo, E., Dyson, R.G., Oliveira, J.F., Teunter, R.: Forty years of the European Journal of Operational Research: A bibliometric overview, (2017) European Journal of Operational Research, 262 (3), pp. 803-816.

Marangoni, G., Tavoni, M., Bosetti, V., Borgonovo, E., et al: "Sensitivity of projected long-term CO 2 emissions across the Shared Socioeconomic Pathways (2017) Nature Climate Change, 7 (2), pp. 113-117.

Borgonovo, E., Aliee, H., Glaß, M., Teich, J. A new time-independent reliability importance measure (2016)  European Journal of Operational Research, 254 (2), pp. 427-442.

Borgonovo, E., Hazen, G.B., Plischke, E. A Common Rationale for Global Sensitivity Measures and Their Estimation (2016) Risk Analysis, 36 (10), pp. 1871-1895.

Borgonovo, E., Plischke, E. Sensitivity analysis: A review of recent advances (2016), European Journal of Operational Research, 248 (3), pp. 869-887.
(This paper has been inserted in the list of "40 trendsetting papers of the last 40 years" by the European Journal of Operational Research).


Cucurachi, S., Borgonovo, E., Heijungs, R. A Protocol for the Global Sensitivity Analysis of Impact Assessment Models in Life Cycle Assessment, (2016) Risk Analysis, 36 (2), pp. 357-377.

Borgonovo, E., Marinacci, M., Decision analysis under ambiguity, (2015) European Journal of Operational Research, 244 (3), art. no. 12770, pp. 823-836.

Borgonovo E., Tarantola S., Plischke E., and Morris M.D., 2014: “Transformations and Invariance in the Sensitivity Analysis of Computer Experiments,” Journal of the Royal Statistical Society, Series B, forthcoming.

Baucells M. and Borgonovo E., 2013: “Invariant Probabilistic Sensitivity Analysis,” Management Science, 59 (11), pp. 2536-2549.

Borgonovo E. and Tonoli F., 2014: “Decision-Network Polynomials and the Sensitivity of Decision Support Models,” European Journal of Operational Research.

Plischke E., Borgonovo E. and Smith C.L., 2013: “Global Sensitivity Measures from Given Data,” European Journal of Operational Research, 226:536–550.

Borgonovo E. and Smith C.L.,2012; “Epistemic Uncertainty, Multilinearity and Risk Achievement Worth,” European Journal of Operational Research, 222(2), pp. 301-311.

Castaings W., Borgonovo E., Morris M.D. and Tarantola S., 2012: “Sampling Strategies in Density-Based Sensitivity Analysis,” Environmental Modelling & Software, 38, pp. 13-26.

Borgonovo E. and Tarantola S., 2012: “Advances in Sensitivity Analysis,” Editorial for the Special Issue “Advances in Sensitivity Analysis”, Reliability Engineering and System Safety, 107, pp. 1-2.

Borgonovo E., Zenter I., Pellegri, A., Tarantola, S., and de Rocquigny E., 2013: “On the importance of uncertain factors in seismic fragility assessment,” Reliability Engineering and System Safety, 109, pp. 66-76.

Borgonovo E. and Smith C.L., 2011: “A Study of Interactions in the Risk Assessment of Complex Engineering Systems: An Application to Space PSA,” Operations Research, 59(6), 1461-1476.

Borgonovo E. Castaings W. and Tarantola S., 2012: “Emulators in Moment Independent Sensitivity Analysis: An Application to Environmental Modelling,” Environmental Modelling&Software, 34, pp. 105-115.

M. Percoco and E. Borgonovo, 2011: “ A note on the sensitivity analysis of the internal rate of return,” International Journal of Production Economics, forthcoming.

Borgonovo E., 2010: “The Reliability Importance of Components and Prime Implicants in Coherent and Non-Coherent Systems Including Total-Order Interactions,” European Journal of Operational Research, 204, pp. 485–495.

Borgonovo E., 2010: “Sensitivity Analysis with Finite Changes: an Application to Modified EOQ Models”, European Journal of Operational Research, 200, pp. 127–138.

Borgonovo E. and Peccati L., 2011: “Finite Change Comparative Statics for Risk Coherent Inventories,” International Journal of Production Economics, forthcoming, 131(1),52-62.

Beccacece F. and Borgonovo E., 2011: “Function decomposition, monotonicity and ultramodularity: applications to multi-attribute utility theory”, European Journal of Operational Research, 210, 326-335.

Borgonovo E., W. Castaings and S. Tarantola, 2011: “Moment Independent Importance Measures: New Results and Analytical Test Cases,” Risk Analysis, 31 (3), pp. 404-428.

Borgonovo E., 2010: “A Methodology for Determining Interactions in PSA models by Varying One Parameter At-a-Time,” Risk Analysis, 30 (3), pp. 385-399.

Borgonovo, E., A new uncertainty importance measure, (2007) Reliability Engineering and System Safety, 92 (6), pp. 771-784.

Borgonovo E. and G.E. Apostolakis, 2001: “A new importance measure for risk-informed decision making,” Reliability Engineering & System Safety, 72 (2), pp. 193-212.