Barbara Vantaggi


Titolo Pubblicato in Anno
Bayesian inference under ambiguity: Conditional prior belief functions Proceedings of the 10th International Symposium on Imprecise Probability: Theories and Applications, ISIPTA 2017 2017
Preface : Soft Methods for Data Science Soft Methods for Data Science 2017
Interval-based possibilistic logic in a coherent setting Advances in Artificial Intelligence: From Theory to Practice. Lecture Notes in Computer Science 2017
Conditional belief functions as lower envelopes of conditional probabilities in a finite setting INFORMATION SCIENCES 2016
When upper conditional probabilities are conditional possibility measures FUZZY SETS AND SYSTEMS 2016
Preferences on gambles representable by a Choquet expected value with respect to conditional belief and plausibility functions Information Processing and Management of Uncertainty in Knowledge-Based Systems16th International Conference, IPMU 2016, Eindhoven, The Netherlands, June 20 - 24, 2016, Proceedings, Part II 2016
Possibilistic and probabilistic logic under coherence: default reasoning and System P. MATHEMATICA SLOVACA 2015
Bayesian Updating under Incomplete or Imprecise Information in Finite Spaces Advances in Intelligent Systems and ComputingStrengthening Links Between Data Analysis and Soft Computing 2015
Rationality principles for preferences on belief functions KYBERNETIKA 2015
A hierarchical Krylov–Bayes iterative inverse solver for MEG with physiological preconditioning INVERSE PROBLEMS 2015


  • 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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