Dempster–Shafer theory

GPTKB entity

Statements (50)
Predicate Object
gptkbp:instanceOf gptkb:logic
theory of evidence
gptkbp:alsoKnownAs evidence theory
gptkbp:application gptkb:machine_learning
data fusion
decision making
pattern recognition
sensor fusion
expert systems
gptkbp:author gptkb:Glenn_Shafer
gptkbp:describes belief functions
combination of evidence
gptkbp:field gptkb:artificial_intelligence
gptkb:information_theory
gptkb:mathematics
statistics
uncertainty modeling
gptkbp:generalizes gptkb:Bayesian_probability_theory
gptkbp:hasConcept gptkb:superstition
gptkb:Dempster's_rule_of_combination
plausibility
frame of discernment
mass function
gptkbp:hasMathematicalObject gptkb:Dempster's_rule
power set
belief function
basic probability assignment
plausibility function
https://www.w3.org/2000/01/rdf-schema#label Dempster–Shafer theory
gptkbp:introducedIn 1967
gptkbp:namedAfter gptkb:Glenn_Shafer
gptkb:Arthur_P._Dempster
gptkbp:provides framework for reasoning with uncertainty
gptkbp:publishedIn gptkb:A_Mathematical_Theory_of_Evidence
gptkbp:relatedTo gptkb:probability_theory
gptkb:subjective_logic
fuzzy logic
possibility theory
imprecise probability
gptkbp:usedIn autonomous vehicles
information retrieval
robotics
diagnosis
risk assessment
fault diagnosis
multi-sensor data analysis
gptkbp:bfsParent gptkb:Glenn_Shafer
gptkb:Subjective_Logic
gptkb:Sanger_D._Shafer
gptkbp:bfsLayer 7