Barbara Vantaggi


Titolo Pubblicato in Anno
A Dutch book coherence condition for conditional completely alternating Choquet expectations BOLLETTINO DELLA UNIONE MATEMATICA ITALIANA 2020
A special issue on the mathematics of subjective probability DECISIONS IN ECONOMICS AND FINANCE 2020
Models for pessimistic or optimistic decisions under different uncertain scenarios INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 2019
Conditional submodular Choquet expected values and conditional coherent risk measures INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 2019
Dutch book rationality conditions for conditional preferences under ambiguity ANNALS OF OPERATIONS RESEARCH 2019
Characterization of conditional submodular capacities: Coherence and extension Advances in Intelligent Systems and Computing 2019
Upper and lower conditional probabilities induced by a multivalued mapping JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS 2018
Coherent conditional plausibility: A tool for handling fuzziness and uncertainty under partial information Studies in Fuzziness and Soft Computing 2018
Special issue on soft methods in probability and statistics (SMPS 2016) INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 2018
Bayes meets krylov: Statistically inspired preconditioners for CGLS SIAM REVIEW 2018
Brain Activity Mapping from MEG Data via a Hierarchical Bayesian Algorithm with Automatic Depth Weighting BRAIN TOPOGRAPHY 2018
Soft Methods for Data Science 2017
Envelopes of joint probabilities with given marginals under absolute continuity or equivalence constraints Soft Methods for Data Science 2017
A savage-like representation theorem for preferences on multi-acts Soft Methods for Data Science 2017
Envelopes of conditional probabilities extending a strategy and a prior probability INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 2017
Partial identification in statistical matching with misclassification INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 2017
Fuzzy memberships as likelihood functions in a possibilistic framework INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 2017
Knowledge processing in decisions under fuzziness and uncertainty IFSA-SCIS 2017 - Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems 2017
Fuzzy weighted attribute combinations based similarity measures ECSQARU 2017. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2017
Priorconditioned CGLS-Based Quasi-MAP Estimate, Statistical Stopping Rule, and Ranking of Priors SIAM JOURNAL ON SCIENTIFIC COMPUTING 2017


  • PE1_13
  • PE1_17
  • PE1_22
  • SH1_6

Interessi di ricerca

Dynamic decision models under risk and uncertainty. Decision maker's preferences and their representat ion:  attitute toward risk and ambiguity. Multiple prior models. Mathematics for Artificial Intelligence. Similarity measures for  case-based decisions. Models with latent or missclassified variables and (graphical) independence models for  complex decision models. Data reduction and inverse models for applications in neuroscience and economic fields.


Complex-decision making
fundamental uncertainty
Attitudes toward risk
ambiguity attitudes
Bayesian inverse problems
Coherent probability

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