Evidence theory

GPTKB entity

Statements (50)
Predicate Object
gptkbp:instanceOf gptkb:mathematical_concept
gptkbp:alsoKnownAs gptkb:Dempster–Shafer_theory
gptkbp:application gptkb:Expert_systems
Decision making
Information fusion
Sensor data analysis
gptkbp:describes Uncertainty
gptkbp:developedBy gptkb:Glenn_Shafer
gptkb:Arthur_P._Dempster
gptkbp:field gptkb:Mathematics
gptkb:artificial_intelligence
Statistics
gptkbp:form gptkb:Dempster's_rule_of_combination
Basic probability assignment
Belief function
Conflict measure
Frame of discernment
Plausibility function
gptkbp:generalizes gptkb:Bayesian_probability_theory
https://www.w3.org/2000/01/rdf-schema#label Evidence theory
gptkbp:introducedIn 1967
gptkbp:notableContributor gptkb:Glenn_Shafer
gptkbp:notableWork gptkb:A_Mathematical_Theory_of_Evidence
gptkbp:relatedTo gptkb:Probability_theory
gptkb:Possibility_theory
fuzzy logic
gptkbp:supports Combining evidence from different sources
Reasoning with partial knowledge
gptkbp:usedIn gptkb:robot
gptkb:Bioinformatics
gptkb:Environmental_science
gptkb:Intelligent_transportation_systems
Economics
Engineering
Computer vision
Cybersecurity
Machine learning
Sensor networks
Data mining
Risk assessment
Information retrieval
Pattern recognition
Geographic information systems
Forensic science
Medical diagnosis
Fault diagnosis
gptkbp:uses Belief functions
Plausibility functions
gptkbp:bfsParent gptkb:Subjective_Logic
gptkbp:bfsLayer 7