Barbara Vantaggi

Pubblicazioni

Titolo Pubblicato in Anno
Mining the mind: linear discriminant analysis of MEG source reconstruction time series supports dynamic changes in deep brain regions during meditation sessions BRAIN TOPOGRAPHY 2021
Il fascino della matematica e delle sue applicazioni 2021
Modeling agent's conditional preferences under objective ambiguity in Dempster-Shafer theory INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 2020
Detecting correlation between extreme probability events INTERNATIONAL JOURNAL OF GENERAL SYSTEMS 2020
Dynamic Portfolio Selection Under Ambiguity in the $$epsilon $$-Contaminated Binomial Model Information Processing and Management of Uncertainty in Knowledge-Based Systems 2020
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

ERC

  • 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.

Keywords

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

Progetti di Ricerca

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