A computationally efficient approximation of Dempster-Shafer theory
International Journal of Man-Machine Studies
Consonant approximation of belief functions
International Journal of Approximate Reasoning
Computers and Artificial Intelligence
Artificial Intelligence
Uncertain Information Processing in Expert Systems
Uncertain Information Processing in Expert Systems
The consensus operator for combining beliefs
Artificial Intelligence
Constructing the Pignistic Probability Function in a Context of Uncertainty
UAI '89 Proceedings of the Fifth Annual Conference on Uncertainty in Artificial Intelligence
On transformations of belief functions to probabilities: Research Articles
International Journal of Intelligent Systems - Uncertainty Processing
Decision making in the TBM: the necessity of the pignistic transformation
International Journal of Approximate Reasoning
Probabilistic transformations of belief functions
ECSQARU'05 Proceedings of the 8th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
A Generalization of the Pignistic Transform for Partial Bet
ECSQARU '09 Proceedings of the 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Conflicts within and between belief functions
IPMU'10 Proceedings of the Computational intelligence for knowledge-based systems design, and 13th international conference on Information processing and management of uncertainty
Probabilistic transformations of belief functions
ECSQARU'05 Proceedings of the 8th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
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Alternative approaches to the widely known pignistic transformation of belief functions are presented and analyzed. A series of various probabilistic transformations is examined namely from the point of view of their consistency with rules for belief function combination and their consistency with probabilistic upper and lower bounds.A new definition of general probabilistic transformation is introduced and a discussion of their applicability is included.