Publications

S. Galiani, D. Petturiti, and B. Vantaggi. Credal Classification through an Ensemble of Confidence-Aware TabTransformers and its Application to Fraud Detection. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, DOI: 10.1142/S0218488525400136, 2025.

G. Coletti, D. Petturiti, and B. Vantaggi.  De Finetti's legacy in dealing with uncertainty: Towards finance, artificial intelligence and beyond. Decisions in Economics and Finance, DOI: 10.1007/s10203-025-00539-4, 2025.

A. Cinfrignini, S. Lorenzini, and D. Petturiti. A two-player newsvendor game with competition on demand under ambiguity. International Journal of Approximate Reasoning, 187:109546, 2025. DOI: 10.1016/j.ijar.2025.109546

S. Lorenzini, D. Petturiti, and B. Vantaggi. Choquet-Wasserstein pseudo-distances via optimal transport under partially specified marginal probabilities. Fuzzy Sets and Systems, 515:109429, 2025. DOI: 10.1016/j.fss.2025.109429

A. Cinfrignini, D. Petturiti, and B. Vantaggi. Behavioral dynamic portfolio selection with S-shaped utility and epsilon-contaminations. European Journal of Operational Research, 325(3):500–515, 2025. DOI: 10.1016/j.ejor.2025.03.029

A. Cinfrignini, D. Petturiti, and B. Vantaggi. Market consistent bid-ask option pricing under Dempster-Shafer uncertainty. Quantitative Finance, 25(2):249–268, 2025. DOI: 10.1080/14697688.2024.2353318

A. Cinfrignini, D. Petturiti, and G. Stabile. Newsvendor problem with discrete demand and constrained first moment under ambiguity. Decisions in Economics and Finance, 2024. DOI: 10.1007/s10203-024-00477-7

A. Gilio, D.E. Over, N. Pfeifer, and G. Sanfilippo. On trivalent logics, probabilistic weak deduction theorems, and a general import-export principle. Artificial Intelligence, 337:104229, 2024. DOI: 10.1016/j.artint.2024.104229

G. Coletti, D. Petturiti, and B. Bouchon-Meunier. Weighted and Choquet Lp distance representation of comparative dissimilarity relations on fuzzy description profiles. Annals of Mathematics and Artificial Intelligence, 92:1407–1436, 2024. DOI:10.1007/s10472-024-09924-y

L. Castronovo and G. Sanfilippo. A probabilistic analysis of selected notions of iterated conditioning under coherence. International Journal of Approximate Reasoning, 165:109088, 2023. DOI: 10.1016/j.ijar.2023.109088

D. Petturiti and M. Rifqi. Alpha-Maxmin Classification with an Ensemble of Structural Restricted Boltzmann Machines. In:  Proceedings of EUSFLAT 2025, RIga, Latvia, July 21-25, 2025, Springer, Accepted.

D. Petturiti and B. Vantaggi. Dynamic α-DS mixture pricing in a market with bid-ask spreads. In:  Proceedings of ISIPTA 2025, Bielefeld, Germany, July 15-18, 2025, PLMR, Accepted.

S. Lorenzini, A. Cinfrignini, D. Petturiti, and B. Vantaggi. Quantile-constrained Choquet-Wasserstein p-box approximation of arbitrary belief functions. In:  Proceedings of FUZZ-IEEE 2025, Reims, France, July 6-9, 2025, IEEE XPlore, Accepted.

M. Baioletti, A. Capotorti, D. Petturiti, and B. Vantaggi. MIP Outer Belief Approximations of Lower Conditional Joint CDFs in Statistical Matching Problems. In:  S. Destercke, M.V. Martinez, G. Sanfilippo (Eds.), Scalable Uncertainty Management – 16th International Conference, SUM 2024, Palermo, Italy, November 27-29, 2024, Proceedings, Springer, Accepted.

A. Cinfrignini, D. Petturiti, and B. Vantaggi. Imprecise Dynamic Value-at-Risk Induced by a DS-Bivariate Random Walk. In:  S. Destercke, M.V. Martinez, G. Sanfilippo (Eds.), Scalable Uncertainty Management – 16th International Conference, SUM 2024, Palermo, Italy, November 27-29, 2024, Proceedings, Springer, Accepted.

C. Marsala, D. Petturiti, and B. Vantaggi. Entropic Regularization Schemes for Learning Fuzzy Similarity Measures based on the d-Choquet Integral. In:  S. Destercke, M.V. Martinez, G. Sanfilippo (Eds.), Scalable Uncertainty Management – 16th International Conference, SUM 2024, Palermo, Italy, November 27-29, 2024, Proceedings, Springer, Accepted.

D. Petturiti and B. Vantaggi. Agent Rationality under Partially Resolving Uncertainty and the Hurwicz Criterion. In: J. Baratgin, B. Jacquet, E. Brochier (Eds.), Proceedings of the 3rd International Conference on Human and Artificial Rationalities (HAR 2024), Springer, Accepted.

A. Cinfrignini, D. Petturiti, and B. Vantaggi. Behavioral Dynamic Portfolio Selection via Epsilon-Contaminations. In: M.-J. Lesot, M. Reformat, S. Vieira, J.P. Carvalho, F. Batista, B. Bouchon-Meunier, R.R. Yager (Eds.), Information Processing and Management of Uncertainty in Knowledge-Based Systems, Proceedings of the 20th International Conference IPMU 2024, Springer, Accepted.

S. Lorenzini, D. Petturiti, and B. Vantaggi. Optimal Transport in Dempster-Shafer Theory and Choquet-Wasserstein Pseudo-Distances. In: M.-J. Lesot, M. Reformat, S. Vieira, J.P. Carvalho, F. Batista, B. Bouchon-Meunier, R.R. Yager (Eds.), Information Processing and Management of Uncertainty in Knowledge-Based Systems, Proceedings of the 20th International Conference IPMU 2024, Springer, Accepted.