Scientific Publications
Articles in refereed journals
- Borgonovo E., Figalli A., Plischke E. and Savarè G., 2024: Global Sensitivity Analysis via Optimal Transport, MANAGEMENT SCIENCE, forthcoming.
- Borgonovo E., Plischke E. and Prieur, C., 2024: Total Indices with Feature Constraints, STATISTICS AND COMPUTING, 34 art. no. 87.
- Liu, E. Zio, E. Borgonovo and E. Plischke 2024: Global Sensitivity Analysis in Resilience Modeling, ENERGIES 2024, 17(8), 1823.
- Hazen, G. B., E. Borgonovo, and X. Lu, 2023: Information Density in Decision Analysis, DECISION ANALYSIS, 20 (2): 89–108.
- Borgonovo, E., Ghidini, V., Hahn, R., Plischke, E., 2023: Explaining classifiers with measures of statistical association, COMPUTATIONAL STATISTICS AND DATA ANALYSIS, 182,107701
- Cappelli, F., Tauro, F., Apollonio, C., Borgonovo, E., Grimaldi, S., 2023: Feature importance measures to dissect the role of sub-basins in shaping the catchment hydrological response: a proof of concept, STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 37(4), pp. 1247-1264
- Borgonovo, E., Rabitti, G., 2023: Screening: From tornado diagrams to effective dimensions, EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 304(3), pp. 1200-1211
- Lu, X., Borgonovo, E., 2023: Global sensitivity analysis in epidemiological modeling, EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 304(1), pp. 9-24
- Borgonovo, E., Plischke, E., & Rabitti, G., 2022: Interactions and Computer Experiments, SCANDINAVIAN JOURNAL OF STATISTICS, 49(3), 1274–1303.
- Vecchi, V., Cusumano, N., Casady, C.B., Gatti, S., Borgonovo, E., 2022: Addressing Adverse Selection in Public-Private Partnership (PPP) Procurement: An Agent-Based Approach, PUBLIC WORKS MANAGEMENT AND POLICY, 27(4), pp. 371-395
- Borgonovo, E., Pangallo, M., Rivkin, J., Rizzo, L., & Siggelkow, N., 2022: Sensitivity analysis of agent-based models: a new protocol, COMPUTATIONAL AND MATHEMATICAL ORGANIZATION THEORY, 28(1), 52–94.
- Borgonovo, E., Li, G., Barr, J., Plischke, E., & Rabitz, H., 2022: Global Sensitivity Analysis with Mixtures: A Generalized Functional ANOVA Approach, RISK ANALYSIS, 42(2), 304–333.
- Zhu, X., Chen, Z., & Borgonovo, E., 2021: Remaining-useful-lifetime and system-remaining-profit based importance measures for decisions on preventive maintenance, RELIABILITY ENGINEERING AND SYSTEM SAFETY, 216, 107951.
- Borgonovo, E., Lu, X., & Rabitti, G., 2022: Sensitivity Analysis of Pandemic Models Can Support Effective Policy Decisions, JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 32(3), pp. 767-768.
- Puy, E. Borgonovo, S. Levin, A. Saltelli, S. Lo Piano: Irrigated areas drive irrigation water withdrawals, Nature Communications, 2021, 12(1),4525.
- Borgonovo, E., Caselli, S., Cillo, A., Masciandaro, D., Rabitti, G., 2021: Money, privacy, anonymity: What do experiments tell us?, JOURNAL OF FINANCIAL STABILITY, 56, 100934
- Plischke, G. Rabitti, and E. Borgonovo, 2021: Estimating Shapley Values from Given Data, SIAM/ASA JOURNAL ON UNCERTAINTY QUANTIFICATION, 9(4), pp. 1411–1437.
- Borgonovo, E. Plischke, G. Li, J. Barr, and H. Rabitz, 2021: Global Sensitivity Analysis with Multiple Distributions: A Generalized ANOVA Approach, RISK ANALYSIS, 42 (2), pp. 304-333.
- Borgonovo, E., Hazen, G.B., Jose, V.R.R., Plischke, E., 2021: Probabilistic sensitivity measures as information value, EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 289 (2), pp. 595-610.
- Razavi, S., Jakeman, A., Saltelli, A., Prieur, C., Iooss, B., Borgonovo, E., Plischke, E., Lo Piano, S., Iwanaga, T., Becker, W., Tarantola, S., Guillaume, J.H.A., Jakeman, J., Gupta, H., Melillo, N., Rabitti, G., Chabridon, V., Duan, Q., Sun, X., Smith, S., Sheikholeslami, R., Hosseini, N., Asadzadeh, M., Puy, A., Kucherenko, S., Maier, H.R., 2021: The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support, ENVIRONMENTAL MODELLING AND SOFTWARE, 137, art. no. 104954.
- Plischke, E., Borgonovo, E., 2020: Fighting the Curse of Sparsity: Probabilistic Sensitivity Measures from Cumulative Distribution Functions, RISK ANALYSIS, 40 (12), pp. 2639-2660.
- Rabitti, G., Borgonovo, E., 2020: Is mortality or interest rate the most important risk in annuity models? A comparison of sensitivity analysis methods, INSURANCE: MATHEMATICS AND ECONOMICS, 95, pp. 48-58.
- Antoniano-Villalobos, I., Borgonovo, E., Lu, X., 2020: Nonparametric estimation of probabilistic sensitivity measures, STATISTICS AND COMPUTING, 30 (2), pp. 447-467.
- Lu, X., Rudi, A., Borgonovo, E., Rosasco, L., 2020: Faster kriging: Facing high-dimensional simulators, OPERATIONS RESEARCH, 68 (1), pp. 233-249.
- Plischke, E., Borgonovo, E., 2019: Copula theory and probabilistic sensitivity analysis: Is there a connection?, EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 277 (3), pp. 1046-1059.
- Rabitti, G., Borgonovo, E., 2019: A Shapley-Owen index for interaction quantification, SIAM-ASA JOURNAL ON UNCERTAINTY QUANTIFICATION, 7 (3), pp. 1060-1075.
- Antoniano-Villalobos, I., Borgonovo, E., Siriwardena, S., 2018: Which Parameters Are Important? Differential Importance Under Uncertainty, RISK ANALYSIS, 38 (11), pp. 2459-2477.
- Borgonovo E., Morris M.D., Plischke E., 2018: Functional ANOVA with Multiple Distributions: Implications for the Sensitivity Analysis of Computer Experiments, SIAM/ASA JOURNAL ON UNCERTAINTY QUANTIFICATION 6 (1), pp. 397 - 427
- Borgonovo E., Buzzard G., and Wendell R., 2017: A Global Tolerance Approach to Sensitivity Analysis in Linear Programming, EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 267(1), pp. 321-337.
- Borgonovo E., Cillo A., Smith C.L., 2017: On the relationship between Decision Significance and Safety Significance, RISK ANALYSIS, 38(8), pp. 1541-1558.
- Leangle, S., Merigó, J.M., Miranda, J., Słowiński, R., Bomze, I., Borgonovo, E., Dyson, R.G., Oliveira, J.F., Teunter, R., 2017: Forty years of the European Journal of Operational Research: A bibliometric overview, EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 262 (3), pp. 803-816.
- Borgonovo, E., Cappelli, V., Maccheroni, F., Marinacci, M., 2018: Risk analysis and decision theory: A bridge, EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 264 (1), pp. 280-293.
- Marangoni, G., Tavoni, M., Bosetti, V., Borgonovo, E., et al, 2017: Sensitivity of projected long term CO 2 emissions across the Shared Socioeconomic Pathways, NATURE CLIMATE CHANGE, 7 (2), pp. 113-117.
- Borgonovo, E., Lu, X., Plischke, E., Rakovec, O., Hill, M.C., 2017: Making the most out of a hydrological model data set: Sensitivity analyses to open the model black-box, WATER RESOURCES RESEARCH, 53 (9), pp. 7933-7950.
- Borgonovo E., Cillo A., 2016: Deciding with Thresholds: Importance and Value of Information, RISK ANALYSIS, 37(10), pp. 1828-1848.
- Hill M.C., Foglia L., Christensen S., Rakovec, O. and Borgonovo E., 2016: Model Validation: Testing Models Using Data and Sensitivity Analysis, in Cushman, J.H. and Tartakovsky, D.M., eds. HANDBOOK OF GROUNDWATER ENGINEERING, 3rd Edition, Taylor and Francis.
- Borgonovo, E., Aliee, H., Glaß, M., Teich, J., 2016: A new time-independent reliability importance measure, EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 254 (2), pp. 427-442.
- Borgonovo E., Hazen G.B. and Plischke E., 2016: A Common Rationale for Global Sensitivity Measures and Their Estimation, RISK ANALYSIS, 36(10), pp. 1871-1895.
- Borgonovo and B. Iooss, 2016: Moment Independent Importance Measures, HANDBOOK OF UNCERTAINTY QUANTIFICATION, Springer.
- Borgonovo E. and Plischke, E., 2016: Sensitivity Analysis: A Review of Recent Advances, EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 248(3), pp. 869-887. The paper has been inserted in the 20 trendsetting papers of the last 20 years in the 40th anniversary issue of the European Journal of Operational Research.
- Cucurachi, S., Borgonovo, E., Heijungs, R., 2016: A Protocol for the Global Sensitivity Analysis of Impact Assessment Models in Life Cycle Assessment, RISK ANALYSIS, 36 (2), pp. 357-377.
- Di Maio F., Nicola G., Borgonovo E., and Zio E.: Ensemble of Invariant Methods for the Sensitivity Analysis of a Passive Containment Cooling System of an AP1000 Nuclear Power Plant, RELIABILITY ENGINEERING & SYSTEM SAFETY, 151, pp. 12-19
- Borgonovo E. and Marinacci M., 2015: Decision Analysis Under Ambiguity, EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 244 (3) pp. 823-836.
- Beccacece F., Borgonovo E., Buzzard, G., Cillo A., and Zionts, S., 2015: Elicitation of Multiattribute Value Functions through High Dimensional Model Representations: Monotonicity and Interactions, EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 246 (2), pp. 517-527.
- Bosetti V., Marangoni M., Borgonovo E., Anadon L.D., Barron, R. McJeon, H.C., Politis, S. and Friley, P., 2015: Sensitivity to Energy Technology Costs: A Multi-model comparison analysis, ENERGY POLICY, 80, pp. 244-263.
- 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, 76, 5, 925-947.
- Baucells M. and Borgonovo E., 2013: Invariant Probabilistic Sensitivity Analysis, MANAGEMENT SCIENCE, 59 (11), pp. 2536-2549.
- Borgonovo E., Anderson B., Galeotti M., and Roson R., 2014: Uncertainty in Climate Change Modelling: Can Global Sensitivity Analysis be of Help?, RISK ANALYSIS, 34: 271-293. In 2015, the paper has received the 2014 Best Paper Award from the Society for Risk Analysis.
- Zentner I. and Borgonovo, E., 2013: Construction of ANOVA-based metamodels for probabilistic seismic analysis and fragility assessment, GEORISK 8(3), pp. 202-216
- Borgonovo E., 2013: Sensitivity Analysis in Decision Making, WILEY ENCYCLOPEDIA OF OPERATIONS RESEARCH AND MANAGEMENT SCIENCE.
- Borgonovo E. and Gatti S., 2013: Risk analysis with contractual default. Does covenant breach matter?, EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 230, 2, 431-443.
- 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):301-311.
- Ceppi, G. Ravazzani, A. Salandin, D. Rabuffetti, A. Montani, E. Borgonovo, M. Mancini, 2013: Effects of temperature on flood forecasting: analysis of an operative case-study in Alpine basins, NATURAL HAZARDS AND EARTH SYSTEM SCIENCES, 13(4) 1051–1062
- 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., 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 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. 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.
- 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.
- Percoco and E. Borgonovo, 2011: A note on the sensitivity analysis of the internal rate of return, INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 135(1) pp. 526-529.
- 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, 131(1),52-62.
- Biava P.M., Basevi M., Biggiero L., Borgonovo A., Borgonovo E., and Burigana F.: Cancer cell reprogramming, 2011: stem cell differentiation stage factors and an agent-based model to optimize cancer treatment, CURRENT PHARMACEUTICAL BIOTECHNOLOGY, 12(2), pp. 231-242.
- 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. and Percoco M., 2010: Sensitivity Analysis of Portfolio Properties with Budget Constraints, INTERNATIONAL JOURNAL OF MATHEMATICS IN OPERATIONAL RESEARCH, Vol. 3, No. 3.
- Borgonovo E., Gatti S., and Peccati L., 2010: What Drives Value Creation? An Application of Sensitivity Analysis to Project Finance Transactions, EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 205 (1), pp. 227-236.
- Borgonovo E. and L. Peccati, 2010: Moment Calculation for Piecewise-Defined Functions: An Application to Stochastic Optimization with Coherent Measures of Risk, ANNALS OF OPERATIONS RESEARCH, 176 (1), pp. 235-258.
- Borgonovo E. et al., 2011: Agent based Simulation for Team Incentives, ECONOMIA&MANAGEMENT, Volume 5, November 2011, p. 1-18.
- Borgonovo E. and L. Peccati, 2011: Managerial Insights from Service Industry Models: a new scenario decomposition method, ANNALS OF OPERATIONS RESEARCH, 185(1), pp. 161-179.
- Borgonovo E., 2009: Sensitivity Analysis of Multinomial Decision Trees, INTERNATIONAL JOURNAL OF MATHEMATICS IN OPERATIONAL RESEARCH, Vol. 1, Issue 1, pp. 121 – 143.
- Borgonovo E., 2008: Sensitivity Analysis of Model Output with Input Constraints: A Generalized Rationale for Local Methods, RISK ANALYSIS, 28 (3) (June 2008), pp. 667-680.
- Borgonovo E., 2008: Epistemic Uncertainty in the Ranking and Categorization of Probabilistic Safety Assessment Model Elements: Issues and Findings, RISK ANALYSIS, 28 (4), pp. 983 - 1001.
- Borgonovo E. and Tarantola S., 2008: Moment Independent and Variance-Based Sensitivity Analysis with Correlations: An Application to the Stability of a Chemical Reactor, INTERNATIONAL JOURNAL OF CHEMICAL KINETICS, 40 (11), pp. 687-698.
- Borgonovo E. and L. Peccati, 2009: Financial Management in Inventory Problems: Risk Averse vs Risk Neutral Policies, INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 118 (1), pp. 233-242.
- Borgonovo E., 2008: Influence Diagrams, ENCYCLOPEDIA OF MEDICAL DECISION MAKING, SAGE.
- Beccacece and Borgonovo E., 2009: Brand Valuation: Comparison of Alternative Models, INTERNATIONAL JOURNAL OF OPERATIONAL RESEARCH; 6 (2), pp. 247-26.
- Borgonovo E., 2009: Uncertainty Propagation in Decision Support Models, INTERNATIONAL JOURNAL OF OPERATIONAL RESEARCH, 6 (2), pp. 155-175.
- Borgonovo E., 2008: Differential Importance and Comparative Statics: An Application to
Inventory Management, INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 111 (1) (January 2008), pp. 170-179.
- Smith C.L. and Borgonovo E., 2007: Decision Making During Nuclear Power Plant Incidents – A New Approach to the Evaluation of Precursor Events, RISK ANALYSIS, 27 (4), pp.1027-1042.
- Borgonovo E. and L. Peccati, 2008: Sensitivity Analysis in Decision Making: A Consistent Approach, in “Advances in Decision Making Under Risk and Uncertainty”, Abdellaoui M. and Hey J.D. Editors, Theory and Decision Library Series, Vol 42, Springer Verlag, Heidelberg, Germany, 241 pages, pp. 65-89, ISBN: 978-3-540-68436-7.
- Borgonovo E. and M. Percoco, 2007: Sensitivity analysis of Portfolio Volatility: Importance of Weights, Sectors and the Impact of Trading Strategies, in ADVANCES IN RISK MANAGEMENT, Gregoriou, G.N. (ed.), Palgrave-MacMillan, Finance, and Capital Market Series, pp. 47-68; ISBN-13: 978-0-230-01916-4. ISBN-10: 0-230-01916-1.
- Borgonovo E., 2007: A New Uncertainty Importance Measure, RELIABILITY ENGINEERING AND SYSTEM SAFETY, 92, pp. 771-784.
- Borgonovo E., 2007: Differential, Criticality and Birnbaum Importance Measures: An Application to Basic Event, Groups and SSCs in Event Trees and Binary Decision Diagrams, RELIABILITY ENGINEERING AND SYSTEM SAFETY, 92 (10), pp. 1458-1467.
- Borgonovo E. and Peccati L., 2007: On the Quantification and Decomposition of Uncertainty, in "Uncertainty and Risk: Mental, Formal, Experimental Representations," M. Abdellaoui, R.D. Luce, M. Machina and B. Munier Editors, Theory and Decision Library Series, Springer Verlag, Heidelberg, Germany, ISBN-978-3-54048934-4.
- Borgonovo E. and Peccati L., 2007: Global Sensitivity Analysis in Inventory Management, INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 108 (1-2), pp. 302-313.
- Borgonovo E., 2006: Measuring Uncertainty Importance: Investigation and Comparison of Alternative Approaches, RISK ANALYSIS, 26 (5), pp. 1349-1362.
- Borgonovo E. and L. Peccati, 2006: Uncertainty and Global Sensitivity Analysis in the Evaluation of Investment Projects, INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 104 (1), pp. 62-73.
- Borgonovo E. and L. Peccati, 2006: The Importance of Assumptions in Investment Evaluation, INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 101 (2), pp. 298-311.
- Borgonovo E. and A. Dalla Rosa, 2005: On the Adjustment of the Interest Rates for off-taker Default Risk, in CHANGING MODELS, G. Rossi Editor, Giappichelli Editore, Torino; ISBN 88- 8218118-9.
- Borgonovo E. and L. Peccati, 2004: Sensitivity Analysis in Investment Project Evaluation, INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 70, p.17-25.
- Borgonovo E., G.E. Apostolakis, S. Tarantola and A. Saltelli, 2003: Comparison of Global Sensitivity Analysis Techniques and Importance Measures in PSA, RELIABILITY ENGINEERING AND SYSTEM SAFETY, 79, pp. 175-185.
- 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.
- Borgonovo E., M. Marseguerra and E. Zio, 2000: A Monte Carlo methodological approach to plant availability modeling with maintenance, aging, and obsolescence, RELIABILITY ENGINEERING AND SYSTEM SAFETY, 67, 61-73.
Articles in non-refereed journals
- Borgonovo E., G. Artusa, F. Vigano, E. Plischke and A. De Rosa: X-matrices, ArXiv.
- Borgonovo E., Poletti C. et al: Aspetti economici. Ciclo del combustibile, costi di investimento e di generazione, Chapter 5 in “Energia Nucleare in Italia, come proseguire il percorso,” Carlo Lombardi Ed., January 2011.
- Borgonovo E., 2008: Percezione dei Rischi, Capitolo 3.I, in Rapporto Preliminare sulle Condizioni per il ritorno all’energia elettronucleare in Italia, Editore Gruppo Italenergia, p. 183-197, ISBN: 978-88 89629-40-6.
- Borgonovo E., 2008: Analisi di Sensibilità e Project Financing, in “Public-Private Partnership per lo sviluppo delle infrastrutture di trasporto. Aspetti economici e questioni aperte", R. Cohen and M. Percoco Eds., EGEA, pp. 105-122, ISBN 978-88-238-4205-2.
- Borgonovo E., V. Borgia, G. di Castri and C. Maccheroni, 2005: Metodi Quantititativi Nell’Ingegneria Economica, Rivista Italiana di Ingegneria Economica, November 2005.
- Borgonovo E. and L. Peccati, 2004: Nuove Metodologie di Analisi di Sensibilità di Modello: Applicazione alle Valutazione di Investimenti Industriali, Rivista Italiana di Ingegneria Economica, 52, 2004.
- Borgonovo E., Anderson B., Roson R., and Galeotti M., 2012: Global Sensitivity Analysis and the Economics of Climate Change, International Congress on Environmental Modeling and Software, Leipzig, Germany.
- Borgonovo and L. Peccati: Value of Information in the Appraisal of Industrial Investments,17th Working Seminar on Production Economics, Innsbruck, February 19-22, 2012.
- Borgonovo E. and Baucells M., 2011: Probabilistic Sensitivity of Uncertain Cash Flow Streams, INFORMS, Charlotte, November 19-22, 2011.
- Borgonovo and C. Smith: Uncertainty in Importance Measures: Developing the Epistemic Risk Achievement Worth, Proceedings of ESREL 2011, Troyes, September 19-23, 2011.
- Borgonovo and C. Smith: Importance Measures with Finite Changes, Proceedings of ESREL 2011, Troyes, September 19-23, 2011.
- Zentner, I., Borgonovo, E., Pellegri, A., Tarantola, S., 2010: Use of moment independent importance measures in the framework of seismic fragility analysis, Procedia - Social and Behavioral Sciences 2 (6), pp. 7774-7775.
- Castaings W., Borgonovo E., Tarantola S., 2010: Sampling plans for the estimation of moment independent importance measures, Procedia - Social and Behavioral Sciences, 2 (6), pp. 7629-7630.
- Borgonovo, E., Castaings, W., Tarantola, S. 2010: Theorems and analytical test cases in moment independent sensitivity analysis, Procedia - Social and Behavioral Sciences, 2 (6), pp. 7619-7620
- Borgonovo, E., Percoco, M. 2010: Uncertainty importance and risk-based decision making in the inoperability input-output model, Procedia - Social and Behavioral Sciences 2 (6), pp. 7621-7622.
- Beccacece, F., Borgonovo, E. 2010: Analytic properties of high dimensional model representations, Procedia - Social and Behavioral Sciences, 2 (6), pp. 7607-7608.
- Borgonovo, E., Smith, C. 2010: Total order reliability importance in space PSA, Procedia - Social and Behavioral Sciences, 2 (6), pp. 7617-7618.
- Borgonovo, E., Saltelli, A., Tarantola, S. 2010: Editorial, Procedia - Social and Behavioral Sciences, 2 (6), pp. 7579.
- Smith and Borgonovo E.: Determining Interactions in PSA models: Application to a Space PSA, presented at PSAM10, June 7-11, 2010, Seattle, USA.
- Borgonovo E. and C. Smith: Total order reliability in PSA: Importance of Basic Events and Systems, presented at PSAM10, June 7-11, 2010, Seattle, USA.
- Borgonovo E. and L. Peccati, 2010: On the Importance of a Cash Flow in an Uncertain Cash Flow Stream, Proceedings of the 65th International Working Seminar on Production Economics, Innsbruck, March 1-5, 2010.
- Beccacece and Borgonovo E.: Function decomposition, monotonicity, and ultramodularity: applications to multi-attribute utility theory, Presented at FUR XIII, July 2-July 5, 2008, Barcelona.
- Borgonovo E. and L. Peccati, 2008: Finite Change Comparative Statics for Risk Coherent Inventories, Proceedings of the 15th International Working Seminar on Production Economics, Innsbruck, Austria, March 3-7, 2008, Vol 4, pp. 29-39.
- Borgonovo E. and S. Tarantola, 2007: Moment Independent Sensitivity Analysis: An Application to the Stability of a Chemical Reactor, SAMO 2007, Budapest, June 22-25, 2007.
- Borgonovo E. and L. Peccati, 2006: Sensitivity Analysis in Decision Making: A Consistent Approach, Presented at FUR XII, June 26-July 2nd, 2006, Rome.
- Borgonovo E. and L. Peccati, 2006: Financial Management in Inventory Problems: Risk Averse vs Risk Neutral Policies, Proceedings of the 14th International Symposium on Inventories, Budapest, August 2006.
- Borgonovo E. and L. Peccati: Investing in Large Projects: Comparison of Valuation Criteria through Sensitivity Analysis, Proceedings of the 14th International Working Seminar on Production Economics, Innsbruck, Austria, Feb.20-24, 2006, Vol 2, pp.81-90.
- Beccacece, Borgonovo E. and F. Reggiani: Brand Valuation: Comparison of Alternative Models, XXIX CONVEGNO AMASES, Palermo, September 2005.
- Borgonovo E. and M. Percoco: Sensitivity Analysis of Portfolio Volatility: An Application to Financial Risk Management, 2005 Annual Conference of the European Financial Management Association, Milano, June 29-July 2nd, 2005.
- Borgonovo E. and L. Peccati: Uncertainty and Global Sensitivity Analysis in the Evaluation of Business Projects, Proceedings of the 13th International Working Seminar on Production Economics, Igls Austria, Feb.16-20 2004, Vol 1, p.59-69.
- Borgonovo E. and L. Peccati: Global Sensitivity Analysis in Inventory Management, 13th International Symposium on Inventories, Budapest, August 2004.
- Borgonovo E. and L. Peccati: Global Sensitivity Analysis in Inventory Management, XXVIII CONVEGNO AMASES, Modena, September 2004.
- Borgonovo E. and L. Peccati: Global Sensitivity Analysis in Industrial Decision Making, Proceedings of the Eleventh International Conference on the Foundations and applications of Utility, Risk and Decision Theory (FUR XI), June 30-July 4, 2004, Paris.
- Borgonovo E. and L. Peccati: Uncertainty and Global Sensitivity Analysis in the Evaluation of Business Projects, Proceedings of the 13th International Working Seminar on Production Economics, Igls Austria, Feb.16-20 2004, Vol 1, p.59-69.
- Borgonovo E. and L. Peccati: Sensitivity Analysis in Investment Project Valuation, Proceedings of the 12th International Working Seminar on Production Economics, Igls Austria, Feb.19-23 2002, Vol 2 p. 11-21.
- Borgonovo E.: On the Adjustment of Return on Capital for off-taker Default Risk, Proceedings of FUR X, May 30-June 2, 2001, Turin, Italy, p. 148-151.
- Borgonovo E.: Importance Relations and Sensitivity Analysis in Decision Theory, Proceedings of FUR X, May 30-June 2, 2001, Turin, Italy, p. 20-23.
- Borgonovo E.: Sensitivity Analysis and Influence Diagrams for High-Consequence Low-Probability Risks, Proceedings of FUR X, May 30-June 2, 2001, Turin, Italy, pp. 99-102.
- Borgonovo E. and G.E. Apostolakis: Epistemic Uncertainty in Importance Measures, Proceedings of the European Safety and Reliability Conference, ESREL, Torino, September 2001.
- Borgonovo E. and G.E. Apostolakis: On Local Sensitivity Measures, Proceedings of Sensitivity Analysis of Model Output (SAMO), Madrid, June 2001.
- Borgonovo E., G.E. Apostolakis, S. Tarantola, and A. Saltelli: Uncertainty and Risk Contributors: Comparison of Importance Measures and Global Sensitivity Analysis Techniques, Proceedings of Sensitivity Analysis of Model Output (SAMO), Madrid, June 2001.
- Borgonovo E.: Risk-Informed Decision Making: Sensitivity Analysis and Applications, Ph.D. Thesis, Massachusetts Institute of Technology, December 2000.
- Borgonovo E. and G. E. Apostolakis: A New Importance Measure for Risk-Informed Decision Making, Proceedings of PSAM5, Osaka Japan, November 27-30, 2000.
- Borgonovo E., C.L. Smith, G.E. Apostolakis, J. Dewailly and S. Deriot (EDF): Insights from using Influence Diagrams to Analyze Precursors Events, Proceedings of PSAM5, Osaka Japan, November 27-30, 2000.
- Borgonovo E. and G.E. Apostolakis: A New Sensitivity Measure for Ranking the Effects of Small Parameters Variations in System Model Output, Proceedings of the First SIAM Conference on Computational Science and Engineering, Washington D.C., September 21-24, 2000.
- Borgonovo E., M. Marseguerra and E. Zio: Monte Carlo Safety Analysis with Aging, Maintenance and Technological Obsolescence, Proceedings of ESREL'99 European Safety and Reliability Conference, 13-17 September 1999, TUM Munich-Garching, Germany, pp. 907-911
- Borgonovo E., C. Smith, and G. E. Apostolakis: Incident Management via Probabilistic Safety Assessment and Formal Decision-Making Techniques for Nuclear Power Plants, Phase 1 Final Report for the Project: "The Use of PSA to Support NPP Accident Management," MIT-NED-EDF-1999-01, February 2000.
- Smith, Borgonovo E., and G. Apostolakis: Review of International Activities in Accident Management and Decision Making in the Nuclear Industry, MIT-NED-EDF-1999-01, May 1999.
- Rempe, G. E. Apostolakis, Borgonovo E., et al.: Developing a performance-based regulatory system for DOE facilities, Proceedings of PSA’99 (Probabilistic Safety Assessment), Washington, August 1999.
- Apostolakis, M. Golay, E. Chaniotakis, Borgonovo E., F. Felder, S.T. Ghosh, Y. Sui, Review of Applicable U.S. Department of Energy and U.S. Nuclear Regulatory Commission Activities (Project Task 1), MIT-INEEL-2000-001, June 1999.
- Buongiorno, E. Borgonovo, M.S. Kazimi, Models and Recent Developments of critical heat flux, MIT Nuclear Engineering Department, January 1999.
- Borgonovo E. and C. L. Smith, 2000: A case study: two components in Parallel with Epistemic Uncertainty: Part II, SAPHIRE Facets, INEEL, Spring 2000.
- Borgonovo E. and C. Smith, 1999: A case study: two components in Parallel with Epistemic Uncertainty: Part I, SAPHIRE Facets, INEEL, Fall 1999.
Works in progress
- Cataldo, E. Borgonovo et al, 2024: Global Sensitivity Analyses for black-box models in the Mars Sample Return Program, submitted.
- Borgonovo, A. Figalli, E. Plischke, G. Savarè: Probabilistic Sensitivity with Optimal Transport, submitted.
- Borgonovo, V.R. Jose, M. E. Knowlton, R. Shachter, J. Siebert, C. Ulu, 2024: 50 years of Decision Analysis in Operational Research: A Review, submitted.
- Borgonovo, M. Baucells, E. Plischke, J. Barr, H. Rabitz and A. De Rosa, 2024: Trend Analysis in the Era of Machine Learning, submitted.
- Chiani, E. Borgonovo, E. Plischke, and M. Tavoni, 2024: Global Sensitivity Analysis for Climate Models with Multivariate Outputs, submitted.