Publications

Papers published in international journals

1. 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.

2. 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.

3. 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.

4. 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.

5. 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.

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

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

8. 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.

9. D. Petturiti and B. Vantaggi. The impact of ambiguity on dynamic portfolio selection in the epsilon-contaminated binomial market model. European Journal of Operational Research, 314(3):1029–1039, 2024.

10. D. Petturiti.  A subjective interpretation of Liu-Liu’s credibility measures and expectations. Fuzzy Optimization and Decision Making, 23:63–91, 2024.

11. D. Petturiti, G. Stabile, and B. Vantaggi. Addressing ambiguity in randomized reinsurance stop-loss treaties using belief functions. International Journal of Approximate Reasoning, 161:108986, 2023.

12. A. Cinfrignini, D. Petturiti, and B. Vantaggi.  Dynamic bid-ask pricing under Dempster-Shafer uncertainty. Journal of Mathematical Economics, 107:102871, 2023.

13. G. Coletti, D. Petturiti, and B. Vantaggi. Consequences of the minimum specificity principle on conditioning and on independence in possibility theory. International Journal of Approximate Reasoning, 160:108972, 2023.

14. A. Cinfrignini, D. Petturiti, and B. Vantaggi.  Envelopes of equivalent martingale measures and a generalized no-arbitrage principle in a finite setting. Annals of Operations Research, 321:03–137, 2023.

15. D. Petturiti and B. Vantaggi. The extent of partially resolving uncertainty in assessing coherent conditional plausibilities. Fuzzy Sets and Systems, 458: 26-49, 2023.

16. D. Petturiti and B. Vantaggi. Probability envelopes and their Dempster-Shafer approximations in statistical matching. International Journal of Approximate Reasoning, 150:199–222, 2022.

17. D. Petturiti and B. Vantaggi. Conditional decisions under objective and subjective ambiguity in Dempster-Shafer theory. Fuzzy Sets and Systems, 447:155–181, 2022.

18. G. Coletti, D. Petturiti, and B. Vantaggi. A Dutch book coherence condition for conditional completely alternating Choquet expectations. Bollettino dell'Unione Matematica Italiana, 13:585–593, 2020.

19. D. Petturiti and B. Vantaggi. Modeling agent's conditional preferences under objective ambiguity in Dempster-Shafer theory. International Journal of Approximate Reasoning, 119:151–176, 2020.

20. G. Coletti, L.C. van der Gaag, D. Petturiti, and B. Vantaggi. Detecting Correlation Between Extreme Probability Events. International Journal of General Systems, 49(1):64–87, 2020.

21. G. Coletti, D. Petturiti, and B. Vantaggi. Dutch book rationality conditions for conditional preferences under ambiguity. Annals of Operations Research, 279:115–150, 2019.

22. D. Petturiti and B. Vantaggi. Conditional submodular Choquet expected values and conditional coherent risk measures. International Journal of Approximate Reasoning, 113:14–38, 2019.

23. G. Coletti, D. Petturiti, and B. Vantaggi. Models for pessimistic or optimistic decisions under  different uncertain scenarios. International Journal of Approximate Reasoning, 105:305–326, 2019.

24. D. Petturiti and B. Vantaggi. Upper and lower conditional probabilities induced by a multivalued mapping. Journal of Mathematical Analysis and Applications, 458(2):1214–1235, 2018.

25. G. Coletti, D. Petturiti, and B. Vantaggi. Fuzzy memberships as likelihood functions in a possibilistic framework. International Journal of Approximate Reasoning, 88:547–566, 2017.

26. D. Petturiti and B. Vantaggi. Envelopes of conditional probabilities extending a strategy and a prior probability.  International Journal of Approximate Reasoning, 81:160–182, 2017.

27. G. Coletti, D. Petturiti, and B. Vantaggi. When upper conditional probabilities are conditional possibility measures. Fuzzy Sets and Systems, 304:45–64, 2016.

28. G. Coletti and D. Petturiti. Finitely maxitive T-conditional possibility theory: Coherence and extension. International Journal of Approximate Reasoning, 71:64–88, 2016.

29. G. Coletti, D. Petturiti, and B. Vantaggi. Conditional belief functions as lower envelopes of conditional probabilities in a finite setting. Information Sciences, 339:64–84, 2016.

30. G. Coletti and D. Petturiti. Finitely maxitive conditional possibilities, Bayesian-like inference, disintegrability and conglomerability. Fuzzy Sets and Systems, 284:31–55, 2016.

31. G. Coletti, D. Petturiti, and B. Vantaggi. Rationality principles for preferences on belief functions. Kybernetika, 51(3):486–507, 2015.

32. C. Marsala and D. Petturiti. Rank Discrimination Measures for Enforcing Monotonicity in Decision Tree Induction. Information Sciences, 291:143–171, 2015.

33. G. Coletti, D. Petturiti, and B. Vantaggi. Bayesian inference: the role of coherence to deal with a prior belief function. Statistical Methods and Applications, 23(4):519–545, 2014.

34. G. Busanello and D. Petturiti. DAG representation of asymmetric independence models arising in coherent conditional possibility theory. Fuzzy Sets and Systems, 250:1–24, 2014.

35. G. Coletti, D. Petturiti, and B. Vantaggi. Possibilistic and probabilistic likelihood functions and their extensions: Common features and specific characteristics. Fuzzy Sets and Systems, 250:25–51, 2014.

36. D. Petturiti. Asymmetric decomposability and persegram representation in coherent conditional probability theory. Soft Computing, 17(11):2131-2145, 2013.

37. M. Baioletti, G. Coletti, D. Petturiti, and B. Vantaggi. Inferential models and relevant algorithms in a possibilistic framework. International Journal of Approximate Reasoning, 52(5):580–598, 2011.

38. M. Baioletti and D. Petturiti. Algorithms for possibility assessments: Coherence and extension. Fuzzy Sets and Systems, 169(1):1–25, 2011.

39. S. Costantini, A. Formisano, and D. Petturiti. Extending and implementing RASP. Fundamenta Informaticae, 105(1-2):1–33, 2010.

Chapters in books

1. D. Petturiti and M. Rifqi. Alpha-Maxmin Classification with an Ensemble of Structural Restricted Boltzmann Machines. In: M. Baczyński, B. De Baets, M. Holčapek, V. Kreinovich, J. Medina (Eds.), Advances in Fuzzy Logic and Technology. EUSFLAT 2025, Volume 15884 of Lecture Notes in Computer Science, Springer, pp. 185–197, 2025.

2. D. Petturiti and B. Vantaggi. Agent Rationality under Partially Resolving Uncertainty and the Hurwicz Criterion. In: J. Baratgin, B. Jacquet, E. Brochier (Eds.), Human and Artificial Rationalities. Advances in Cognition, Computation, and Consciousness. HAR 2024, Volume 15504 of Lecture Notes in Computer Science, Springer, pp. 118–130, 2025.

3. 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. IPMU 2024, Volume 1176 of Lecture Notes in Networks and Systems, Springer, pp. 182–194, 2025.

4. 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. IPMU 2024, Volume 1176 of Lecture Notes in Networks and Systems, Springer, pp. 205–217, 2025.

5. 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. SUM 2024, Volume 15350 of Lecture Notes in Artificial Intelligence, Springer, pp. 1-13, 2025.

6. 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. SUM 2024, Volume 15350 of Lecture Notes in Artificial Intelligence, Springer, pp. 115–129, 2025.

7. A. Cinfrignini, 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. SUM 2024, Volume 15350 of Lecture Notes in Artificial Intelligence, Springer, pp. 297–311, 2025.

8. C. Marsala, D. Petturiti, and B. Vantaggi. Adding Semantics to Fuzzy Similarity Measures Through the d-Choquet Integral. In: Z. Bouraoui and S. Vesic (Eds.), Symbolic and Quantitative Approaches to Reasoning with Uncertainty. ECSQARU 2023, Volume 14294 of Lecture Notes in Computer Science, Springer, pp. 386–399, 2023. 

9. C. Marsala and D. Petturiti. Splitting Rules for Monotone Fuzzy Decision Trees. In: S. Massanet, S. Montes, D. Ruiz-Aguilera, and M. González-Hidalgo (Eds.), Fuzzy Logic and Technology, and Aggregation Operators, Volume 14069 of Lecture Notes in Computer Science, Springer, pp. 161-173, 2023. 

10. D. Petturiti and B. Vantaggi. How to assess coherent beliefs: A comparison of different notions of coherence in Dempster-Shafer theory of evidence. In: T. Augustin, F.G. Cozman, and G. Wheeler (Eds.), Reflections on the Foundations of Probability and Statistics: Essays in Honor of Teddy Seidenfeld, Volume 54 of Theory and Decision Library A, Springer, pp. 161–185, 2022.

11.  G. Stabile, D. Petturiti, and B. Vantaggi.  Addressing Ambiguity in Randomized Reinsurance Contracts Using Belief Functions. In: S. Le Hégarat-Mascle, I. Bloch, E. Aldea (Eds.), Belief Functions: Theory and Applications, Volume 13506 of Lecture Notes in Computer Science, Springer, pp. 286–296, 2022.

12. A. Cinfrignini, D. Petturiti, and B. Vantaggi. Markov and Time-Homogeneity Properties in Dempster-Shafer Random Walks. In: D. Ciucci, I. Couso, J. Medina, D. Ślęzak, D. Petturiti, B. Bouchon-Meunier, R.R. Yager (Eds.), Information Processing and Management of Uncertainty in Knowledge-Based Systems, Volume 1601 of Communications in Computer and Information Science, Springer, pp. 784-797, 2022.

13. G. Coletti, S. Latini, and D. Petturiti. A Discussion About Independence and Correlation in the Framework of Coherent Lower Conditional Probability. In: D. Ciucci, I. Couso, J. Medina, D. Ślęzak, D. Petturiti, B. Bouchon-Meunier, R.R. Yager (Eds.), Information Processing and Management of Uncertainty in Knowledge-Based Systems, Volume 1601 of Communications in Computer and Information Science, Springer, pp. 770-783, 2022.

14. D. Petturiti and B. Vantaggi. Dempster-Shafer Approximations and Probabilistic Bounds in Statistical Matching. In: J. Vejnarová, N. Wilson (Eds.), Symbolic and Quantitative Approaches to Reasoning with Uncertainty. ECSQARU 2021, Volume 12897 of Lecture Notes in Computer Science, Spinger, pp. 367-380, 2021. 

15. P. Antonini, D. Petturiti, and B. Vantaggi. Dynamic Portfolio Selection Under Ambiguity in the 𝜖-Contaminated Binomial Model. In: M.-J. Lesot, S. Vieira, M.Z. Reformat, J.P. Carvalho, A. Wilbik, B. Bouchon-Meunier, R.R. Yager (Eds.), Information Processing and Management of Uncertainty in Knowledge-Based Systems, Volume 1238 of Communications in Computer and Information Science, Springer, pp. 210-223, 2020.

16. G. Coletti, D. Petturiti, and B. Bouchon-Meunier. A Measurement Theory Characterization of a Class of Dissimilarity Measures for Fuzzy Description Profiles. In: M.-J. Lesot, S. Vieira, M.Z. Reformat, J.P. Carvalho, A. Wilbik, B. Bouchon-Meunier, R.R. Yager (Eds.), Information Processing and Management of Uncertainty in Knowledge-Based Systems, Volume 1238 of Communications in Computer and Information Science, Springer, pp. 258-268, 2020.

17. G. Coletti, D. Petturiti, and B. Vantaggi. Characterization of Conditional Submodular Capacities: Coherence and Extension. In: S. Destercke, T. Denoeux, M. Gil, P. Grzegorzewski, O. Hryniewicz (Eds.), Uncertainty Modelling in Data Science, Volume 832 of Advances in Intelligent Systems and Computing, Springer, pp. 33-41, 2019.

18. G. Coletti, D. Petturiti, and B. Vantaggi. Conditional Submodular Coherent Risk Measures. In: J. Medina, M. Ojeda-Aciego, J.L. Verdegay, D.A. Pelta, I.P. Cabrera, B. Bouchon-Meunier, R.R. Yager (Eds.), Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, Volume 854 of Communications in Computer and Information Science, Springer, pp. 239-250, 2018.

19. G. Coletti, D. Petturiti, and B. Vantaggi. Fuzzy Weighted Attribute Combinations Based Similarity Measures. In:  A. Antonucci, L. Cholvy and O. Papini (Eds.), Symbolic and Quantitative Approaches to Reasoning with Uncertainty, Volume 10369 of Lecture Notes in Artificial Intelligence, Springer, pp. 364-374, 2017.

20. G. Coletti, D. Petturiti, and B. Vantaggi. Interval-based possibilistic logic in a coherent setting. In: S. Benferhat, K. Tabia and M. Ali (Eds.), Advances in Artificial Intelligence: From Theory to Practice, Volume 10351 of Lecture Notes in Artificial Intelligence, Springer, pp. 75-84, 2017.

21. J. Baratgin, G. Coletti, F. Jamet, and D. Petturiti. Experimental evaluation of the understanding of qualitative probability and probabilistic reasoning in young children. In: S. Benferhat, K. Tabia and M. Ali (Eds.), Advances in Artificial Intelligence: From Theory to Practice, Volume 10351 of Lecture Notes in Artificial Intelligence, Springer, pp. 107-112, 2017.

22. G. Coletti, D. Petturiti, and B. Vantaggi. A Savage-like representation theorem for preferences on multi-acts. In: M.B. Ferraro, P. Giordani, B. Vantaggi, M. Gagolewski, and M.A. Gil, P. Grzegorzewski, and O. Hryniewicz (Eds.), Soft Methods for Data Science, Volume 456 of Advances in Intelligent Systems and Computing, Springer, pp. 127-134, 2017.

23. D. Petturiti and B. Vantaggi. Envelopes of joint probabilities with given marginals under absolute continuity or equivalence constraints. In: M.B. Ferraro, P. Giordani, B. Vantaggi, M. Gagolewski, and M.A. Gil, P. Grzegorzewski, and O. Hryniewicz (Eds.), Soft Methods for Data Science, Volume 456 of Advances in Intelligent Systems and Computing, Springer, pp. 399-406, 2017.

24. L. Caldari, G. Coletti, D. Petturiti, and B. Vantaggi. Preferences on gambles representable by a Choquet expected value with respect to conditional belief and plausibility functions. In: J.P. Carvalho, M.-J. Lesot, U. Kaymak, S. Vieira, B. Bouchon-Meunier, and R.R. Yager (Eds.), Information Processing and Management of Uncertainty in Knowledge-Based Systems, Volume 611 of Communications in Computer and Information Science, Springer, pp. 569–580, 2016.

25. G. Coletti, D. Petturiti, and B. Vantaggi. Bayesian updating under incomplete or imprecise information in finite spaces. In: P. Grzegorzewski, M. Gagolewski, O. Hryniewicz, and M.A. Gil (Eds.), Strengthening Links Between Data Analysis and Soft Computing, Volume 315 of Advances in Intelligent Systems and Computing, Springer, pp. 71–78, 2015.

26. G. Coletti, D. Petturiti, and B. Vantaggi. Choquet expected utility representation of preferences on generalized lotteries. In: A. Laurent, O. Strauss, B. Bouchon-Meunier, and R.R. Yager (Eds.), Information Processing and Management of Uncertainty in Knowledge-Based Systems, Volume 443 of Communications in Computer and Information Science, Springer, pp. 444–453, 2014.

27. G. Coletti, D. Petturiti, and B. Vantaggi. Coherent T-conditional possibility envelopes and nonmonotonic reasoning. In: A. Laurent, O. Strauss, B. Bouchon-Meunier, and R.R. Yager (Eds.), Information Processing and Management of Uncertainty in Knowledge-Based Systems, Volume 444 of Communications in Computer and Information Science, Springer, pp. 446–455, 2014.

28. G. Coletti, D. Petturiti, and B. Vantaggi. Independence in possibility theory under different triangular norms. In: L.C. van der Gaag (Ed.), Symbolic and Quantitative Approaches to Reasoning with Uncertainty, Volume 7958 of Lecture Notes in Computer Science, Springer, pp. 133–144, 2013.

29. M. Baioletti, D. Petturiti, and B. Vantaggi. Qualitative combination of independence models. In: L.C. van der Gaag (Ed.), Symbolic and Quantitative Approaches to Reasoning with Uncertainty, Volume 7958 of Lecture Notes in Computer Science, Springer, pp. 37–48, 2013.

30. C. Marsala and D. Petturiti. Hierarchical Model for Rank Discrimination Measures. In: L.C. van der Gaag (Ed.), Symbolic and Quantitative Approaches to Reasoning with Uncertainty, Volume 7958 of Lecture Notes in Computer Science, Springer, pp. 412–423, 2013.

31. M. Baioletti, G. Coletti, and D. Petturiti. Weighted Attribute Combinations Based Similarity Measures. In: S. Greco, B. Bouchon-Meunier, G. Coletti, M. Fedrizzi, B. Matarazzo, and R.R. Yager (Eds.), Advances in Computational Intelligence, Volume 299 of Communications in Computer and Information Science, Springer, pp. 211–220, 2012.

32. G. Coletti, D. Petturiti, and B. Vantaggi. Likelihood in a Possibilistic and Probabilistic Context: A Comparison. In: C. Borgelt, G.G. Rodríguez, W. Trutschnig, M.A. Lubiano, M.A. Gil, P. Grzegorzewski, and O. Hryniewicz (Eds.), Advances in Intelligent and Soft Computing, Volume 77 of Advances in Intelligent and Soft Computing, Springer, pp. 89–96, 2010.

Conference proceedings (with referee)

1. D. Petturiti and M. Rifqi. Alpha-Maxmin Classification with an Ensemble of Structural Restricted Boltzmann Machines. In proceedings of the 34èmes Rencontres Francophones sur la Logique Floue et ses Applications (LFA 2025), November 6-7, 2025, Clermont-Ferrand, France.

2. D. Petturiti and B. Vantaggi. Dynamic 𝛼-DS mixture pricing in a market with bid-ask spreads. In proceedings of the 14th International Symposium on Imprecise Probability: Theories and Applications (ISIPTA 2025), July 15th-18th, 2025, Bielefeld, Germany.

3. C. Marsala and D. Petturiti. Sélection d'attributs pour arbres de décision flous monotones. In proceedings of the 32èmes Rencontres Francophones sur la Logique Floue et ses Applications (LFA 2023), November 9-10, 2023, Bourges, France.

4. D. Petturiti and B. Vantaggi. No-Arbitrage Pricing with 𝛼-DS Mixtures in a Market with Bid-Ask Spreads. In proceedings of the 13th International Symposium on Imprecise Probability: Theories and Applications (ISIPTA 2023), July 11th-14th, 2023, Oviedo, Spain.

5. G. Coletti, D. Petturiti, and B. Vantaggi. A look to independence under T-conditional possibility.  In proceedings of the 12th Workshop on Uncertainty Processing (WUPES 2022), June 1st–4th, 2022, Kutná Hora, Czech Republic.

6. G. Coletti, S. Latini, and D. Petturiti. Independence and correlation for coherent lower conditional probabilities.  In proceedings of the 12th Workshop on Uncertainty Processing (WUPES 2022), June 1st–4th, 2022, Kutná Hora, Czech Republic.

7. D. Petturiti and B. Vantaggi. Betting Schemes for Assessing Coherent Numerical and Comparative Conditional Possibilities. In proceedings of the 12th International Symposium on Imprecise Probability: Theories and Applications (ISIPTA 2021), July 6-9, 2021, Granada, Spain (Virtual Conference).

8. G. Coletti, D. Petturiti, and B. Vantaggi. Bayesian inference under ambiguity: Conditional prior belief functions. In proceedings of the 10th International Symposium on Imprecise Probability: Theories and Applications (ISIPTA ’17), July 10-14, 2017, Lugano, Switzerland.

9. A. Capotorti, D. Petturiti, and V. Poggioni. A learning methodology for coherent hybrid probabilistic fuzzy classifiers.  In proceedings of the 10th Workshop on Uncertainty Processing (WUPES 2015), September 16th–19th, 2015, Monínec, Czech Republic.

10. G. Coletti, D. Petturiti, and B. Vantaggi. Fuzzy Sets through Likelihood in Probabilistic and Possibilistic Frameworks.  In proceedings of the 10th Workshop on Uncertainty Processing (WUPES 2015), September 16th–19th, 2015, Monínec, Czech Republic.

11. G. Coletti, D. Petturiti, and B. Vantaggi. Decisions under risk and partial knowledge modelling uncertainty and risk aversion. In proceedings of the 9th International Symposium on Imprecise Probability: Theories and Applications (ISIPTA 2015), July 20th–24th, 2015, Pescara, Italy.

12. G. Coletti, D. Petturiti, and B. Vantaggi. When upper conditional probabilities are conditional possibility measures. In proceedings of the 6th World Congress of the International Fuzzy Systems Association and the 9th Conference of the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT 2015), June 30th–July 3rd, 2015, Gijón, Spain.

13. G. Coletti, D. Petturiti, and B. Vantaggi. Extendibility of Choquet rational preferences on generalized lotteries. In proceedings of the 15th Italian Conference on Theoretical Computer Science (ICTCS 2014), September 17th–19th, 2014, Perugia, Italy.

14. G. Coletti, D. Petturiti, and B. Vantaggi. Probabilistic Fuzzy Reasoning in a Coherent Setting. In proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology (EUSFLAT 2013), September 11th–13th, 2013, Milan, Italy.

15. C. Marsala and D. Petturiti. Monotone Classification with Decision Trees. In proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology (EUSFLAT 2013), September 11th–13th, 2013, Milan, Italy.

16. G. Coletti and D. Petturiti. Bayesian-like inference, complete disintegrability and complete conglomerability in coherent conditional possibility theory. In proceedings of the 8th International Symposium on Imprecise Probability: Theories and Applications (ISIPTA 2013), July 2nd–5th, 2013, Compiègne, France.

17. G. Coletti, D. Petturiti, and B. Vantaggi. A syntactical comparison between probabilistic and possibilistic likelihood. In proceedings of the 9th Workshop on Uncertainty Processing (WUPES 2012), September 12th–15th, 2012, Mariánské Lázně, Czech Republic.

18. M. Baioletti, G. Coletti, D. Petturiti, and B. Vantaggi. Coherent conditional possibilities in medical diagnosis. In proceedings of the 8th Workshop on Uncertainty Processing (WUPES 2009), September 19th–23rd, 2009, Liblice, Czech Republic.

19. A. Formisano and D. Petturiti. Extending and implementing RASP. In proceedings of the 24th Italian Conference on Computational Logic (CILC 2009), June 24th–26th, 2009, Ferrara, Italy.

Ph.D. thesis

1. D. Petturiti. Coherent Conditional Possibility Theory and Possibilistic Graphical Modeling in a Coherent Setting. Ph.D. thesis, Università degli Studi di Perugia, 2013.

Extended abstracts

1. A. Cinfrignini, D. Petturiti, and B. Vantaggi. Dynamic risk measures generated by a bivariate Dempster-Shafer multiplicative binomial process. Presented at the 47th AMASES meeting (AMASES 2023), September 20th–22nd, 2023, Milano, Italy.

2. D. Petturiti, G. Stabile, and B. Vantaggi. Ambiguity in randomized reinsurance stop-loss treaties through ε-contamination. Presented at the 47th AMASES meeting (AMASES 2023), September 20th–22nd, 2023, Milano, Italy.

3. D. Petturiti and B. Vantaggi. The ε-contaminated binomial market model: Dynamic portfolio selection under ambiguity. Presented at the 47th AMASES meeting (AMASES 2023), September 20th–22nd, 2023, Milano, Italy.

4. A. Cinfrignini, D. Petturiti, and B. Vantaggi. Modeling no-arbitrage in Dempster-Shafer theory to cope with frictions in the market. Presented at the 46th AMASES meeting (AMASES 2022), September 22nd–24th, 2022, Palermo, Italy.

5. D. Petturiti, and B. Vantaggi. Conditional preferences on generalized Anscombe-Aumann acts. Presented at the 43rd AMASES meeting (AMASES 2019), September 9th–11th, 2019, Perugia, Italy.

6. G. Coletti, D. Petturiti, and B. Vantaggi. Conditional submodular coherent risk measures. Presented at the 42nd AMASES meeting (AMASES 2018), September 13th–15th, 2018, Napoli, Italy.

7. D. Petturiti and B. Vantaggi. Conditional capacities for coping with preferences dependent on different subsets of criteria. Presented at the 42nd AMASES meeting (AMASES 2018), September 13th–15th, 2018, Napoli, Italy.

8. G. Coletti, D. Petturiti, and B. Vantaggi. Preferences on conditional gambles with unexpected scenarios. Presented at the 41st AMASES meeting (AMASES 2017), September 13th–16th, 2017, Cagliari, Italy.

9. G. Coletti, D. Petturiti, and B. Vantaggi. Models for decisions under vague information and risk. Presented at the 41st AMASES meeting (AMASES 2017), September 13th–16th, 2017, Cagliari, Italy.

10. G. Coletti, D. Petturiti, and B. Vantaggi. Fuzzy Weighted Attribute Combinations Based Similarity Measures. Presented at the 41st AMASES meeting (AMASES 2017), September 13th–16th, 2017, Cagliari, Italy.

11. M. Baioletti, A. Capotorti, and D. Petturiti. Hybrid fuzzy probabilistic consumers classification. Presented at the 41st AMASES meeting (AMASES 2017), September 13th–16th, 2017, Cagliari, Italy.

12. G. Coletti, D. Petturiti, and B. Vantaggi. Preference relations agreeing with conditional Choquet expected values with respect to conditional belief or plausibility functions. Presented at the 28th European Conference on Operational Research (EURO 2016), July 3rd–6th, 2016, Poznan, Poland.

13. P. Berti, D. Petturiti, P. Rigo, and B. Vantaggi. Mass transportation with finitely additive probabilities. Presented at the 40th AMASES meeting (AMASES 2016), September 15th–17th, 2016, Catania, Italy.

14. G. Coletti, D. Petturiti and B. Vantaggi. Rationality principles for preferences under different uncertain scenarios. Presented at the 40th AMASES meeting (AMASES 2016), September 15th–17th, 2016, Catania, Italy.

15. G. Coletti, D. Petturiti, R. Scozzafava and B. Vantaggi. From probability to non-additive uncertainty measures through inferential processes. Presented at the 40th AMASES meeting (AMASES 2016), September 15th–17th, 2016, Catania, Italy.

16. G. Coletti, D. Petturiti, and B. Vantaggi. Choquet expected utility representation of preferences on multi-acts. Presented at the 40th AMASES meeting (AMASES 2016), September 15th–17th, 2016, Catania, Italy.

17. G. Coletti, D. Petturiti, and B. Vantaggi. Decision under risk and partial knowledge: extensions of rational preferences. Presented at the 39th AMASES meeting (AMASES 2015), September 12th–15th, 2015, Padova, Italy.

18. G. Coletti, D. Petturiti, and B. Vantaggi. Rationality principles for  preferences on belief  functions. Presented at the 38th AMASES meeting (AMASES 2014), September 4th–6th, 2014, Reggio Calabria, Italy.

19. G. Coletti, D. Petturiti, and B. Vantaggi. Likelihood in a Possibilistic and Probabilistic Context: a Comparison. Presented at the 34th AMASES meeting (AMASES 2010), September 1st–4th, 2010, Macerata, Italy.