Arithmetic and other operations on Dempster-Shafer structures
International Journal of Man-Machine Studies
Properties of measures of information in evidence and possibility theories
Fuzzy Sets and Systems - Special Issue: Measures of Uncertainty
Uniqueness of information measure in the theory of evidence
Fuzzy Sets and Systems - Special Issue: Measures of Uncertainty
On the uniqueness of possibilistic measure of uncertainty and information
Fuzzy Sets and Systems - Special Issue: Measures of Uncertainty
The Combination of Evidence in the Transferable Belief Model
IEEE Transactions on Pattern Analysis and Machine Intelligence
Resolving misunderstandings about belief functions
International Journal of Approximate Reasoning - Special issue: The belief functions revisited: questions and answers
Artificial Intelligence
What is Dempster-Shafer's model?
Advances in the Dempster-Shafer theory of evidence
Measures of uncertainty in the Dempster-Shafer theory of evidence
Advances in the Dempster-Shafer theory of evidence
Calculus with linguistic probabilities and beliefs
Advances in the Dempster-Shafer theory of evidence
Fuzzy sets and fuzzy logic: theory and applications
Fuzzy sets and fuzzy logic: theory and applications
The normative representation of quantified beliefs by belief functions
Artificial Intelligence
Modeling vague beliefs using fuzzy-valued belief structures
Fuzzy Sets and Systems - Special issue on fuzzy numbers and uncertainty
Constructing the Pignistic Probability Function in a Context of Uncertainty
UAI '89 Proceedings of the Fifth Annual Conference on Uncertainty in Artificial Intelligence
Analysis of evidence-theoretic decision rules for pattern classification
Pattern Recognition
Belief induced by the partial knowledge of the probabilities
UAI'94 Proceedings of the Tenth international conference on Uncertainty in artificial intelligence
An evidence-theoretic k-NN rule with parameter optimization
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
On the combination and normalization of interval-valued belief structures
Information Sciences: an International Journal
Multisensor triplet Markov chains and theory of evidence
International Journal of Approximate Reasoning
Pruning belief decision tree methods in averaging and conjunctive approaches
International Journal of Approximate Reasoning
A DS-AHP approach for multi-attribute decision making problem with incomplete information
Expert Systems with Applications: An International Journal
Modelling Radial Basis Functions with Rational Logic Rules
HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems
Adding Uncertainty to a Rete-OO Inference Engine
RuleML '08 Proceedings of the International Symposium on Rule Representation, Interchange and Reasoning on the Web
Constructing confidence belief functions from one expert
Expert Systems with Applications: An International Journal
Can the Minimum Rule of Possibility Theory Be Extended to Belief Functions?
ECSQARU '09 Proceedings of the 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Multisensor triplet Markov fields and theory of evidence
Image and Vision Computing
An uncertainty interchange format with imprecise probabilities
International Journal of Approximate Reasoning
Fuzziness and uncertainty within the framework of context model
IFSA'03 Proceedings of the 10th international fuzzy systems association World Congress conference on Fuzzy sets and systems
Fusion of imprecise qualitative information
Applied Intelligence
The normalization of the Dempster's rule of combination
ICAISC'10 Proceedings of the 10th international conference on Artifical intelligence and soft computing: Part II
A new method for normalization of interval weights
PPAM'09 Proceedings of the 8th international conference on Parallel processing and applied mathematics: Part II
Expert Systems with Applications: An International Journal
On the dynamic evidential reasoning algorithm for fault prediction
Expert Systems with Applications: An International Journal
Maximal confidence intervals of the interval-valued belief structure and applications
Information Sciences: an International Journal
Belief functions on MV-algebras of fuzzy events based on fuzzy evidence
ECSQARU'11 Proceedings of the 11th European conference on Symbolic and quantitative approaches to reasoning with uncertainty
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
A new approach to normalization of interval and fuzzy weights
Fuzzy Sets and Systems
The conjunctive combination of interval-valued belief structures from dependent sources
International Journal of Approximate Reasoning
Group consensus based on evidential reasoning approach using interval-valued belief structures
Knowledge-Based Systems
Logics for belief functions on MV-algebras
International Journal of Approximate Reasoning
Extreme points of the credal sets generated by elementary comparative probabilities
ECSQARU'13 Proceedings of the 12th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
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This paper extends the theory of belief functions by introducing new concepts and techniques, allowing to model the situation in which the beliefs held by a rational agent may only be expressed (or are only known) with some imprecision. Central to our approach is the concept of interval-valued belief structure (IBS), defined as a set of belief structures verifying certain constraints. Starting from this definition, many other concepts of Evidence Theory (including belief and plausibility functions, pignistic probabilities, combination rules and uncertainty measures) are generalized to cope with imprecision in the belief numbers attached to each hypothesis. An application of this new framework to the classification of patterns with partially known feature values is demonstrated.