Measures of uncertainty in expert systems
From MaRDI portal
Publication:2171255
DOI10.1016/0004-3702(95)00009-7zbMath1506.68157OpenAlexW4211258549MaRDI QIDQ2171255
Publication date: 23 September 2022
Published in: Artificial Intelligence (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/0004-3702(95)00009-7
independencedecisionpossibility theoryDempster-Shafer theoryconditional probabilityinferenceimprecise probabilitiesbelief functionsprevisionBayesian theorylower probabilityupper probability
Reasoning under uncertainty in the context of artificial intelligence (68T37) Theory of languages and software systems (knowledge-based systems, expert systems, etc.) for artificial intelligence (68T35)
Related Items
Expert knowledge elicitation using item response theory ⋮ Reliability models of \(m\)-out-of-\(n\) systems under incomplete information ⋮ Direct algorithms for checking consistency and making inferences from conditional probability assessments ⋮ Incoherence correction strategies in statistical matching ⋮ Using probability trees to compute marginals with imprecise probabilities ⋮ Approximate algorithms for credal networks with binary variables ⋮ Unifying practical uncertainty representations. I. Generalized \(p\)-boxes ⋮ Robust Bayesian analysis in partially ordered plausibility calculi ⋮ Upper and lower probabilistic preferences in the graph model for conflict resolution ⋮ Graphical models for imprecise probabilities ⋮ Imprecise probability trees: bridging two theories of imprecise probability ⋮ Decision Making Under Z-Information ⋮ On the combination and normalization of interval-valued belief structures ⋮ Credal networks under epistemic irrelevance ⋮ The likelihood interpretation as the foundation of fuzzy set theory ⋮ Epistemic independence in numerical possibility theory. ⋮ Acting on belief functions ⋮ An aggregation framework based on coherent lower previsions: application to Zadeh's paradox and sensor networks ⋮ Conditioning, updating and lower probability zero ⋮ Interval Additive Generators of Interval T-Norms ⋮ The evidential reasoning approach for multiple attribute decision analysis using interval belief degrees ⋮ Independence and 2-monotonicity: nice to have, hard to keep ⋮ Fuzzy logic-based generalized decision theory with imperfect information ⋮ Supremum preserving upper probabilities ⋮ Inclusion-exclusion principle for belief functions ⋮ Coherent updating of non-additive measures ⋮ Linguistic quantifiers modeled by Sugeno integrals ⋮ A universal approach to imprecise probabilities in possibility theory ⋮ Aggregating disparate estimates of chance ⋮ Uses and computation of imprecise probabilities from statistical data and expert arguments ⋮ A geometric and game-theoretic study of the conjunction of possibility measures ⋮ Representation insensitivity in immediate prediction under exchangeability ⋮ Computing expectations with continuous \(p\)-boxes: univariate case ⋮ Modelling impacts of cropping systems: Demands and solutions for DEX methodology ⋮ Foundations of probabilistic inference with uncertain evidence ⋮ Equivalence of methods for uncertainty propagation of real-valued random variables ⋮ The legacy of 50 years of fuzzy sets: a discussion ⋮ On interval fuzzy S-implications ⋮ A survey of the theory of coherent lower previsions ⋮ On the closure of families of fuzzy measures under eventwise aggregations ⋮ A behavioral model for linguistic uncertainty ⋮ Environmental impact assessment using the evidential reasoning approach ⋮ Degree of imprecision: geometric and algorithmic approaches ⋮ Model-Checking ω-Regular Properties of Interval Markov Chains ⋮ Possibility theory and statistical reasoning ⋮ 2U: an exact interval propagation algorithm for polytrees with binary variables ⋮ Classification with support vector machines and Kolmogorov-Smirnov bounds ⋮ Temporal similarity by measuring possibilistic uncertainty in CBR ⋮ Updating coherent previsions on finite spaces ⋮ Credal networks ⋮ Bayesian conditioning in possibility theory ⋮ Coherent lower previsions and Choquet integrals ⋮ The evidential reasoning approach for mada under both probabilistic and fuzzy uncertainties ⋮ An uncertainty interchange format with imprecise probabilities ⋮ Towards a unified theory of imprecise probability ⋮ Epistemic independence for imprecise probabilities ⋮ Bayesian decision support for complex systems with many distributed experts ⋮ Fuzzy \(rr\)DFCSP and planning ⋮ Updating beliefs with incomplete observations ⋮ The naive credal classifier ⋮ Imprecise reliability for some new lifetime distribution classes
Uses Software
Cites Work
- Perspectives on the theory and practice of belief functions
- The role of fuzzy logic in the management of uncertainty in expert systems
- Reasoning with belief functions: An analysis of compatibility
- Decision analysis using belief functions
- Constructive probability
- Semantical considerations on nonmonotonic logic
- Probabilistic logic
- Bayesian and non-Bayesian evidential updating
- Implementing Dempster's rule for hierarchical evidence
- Belief function representations of statistical evidence
- Default reasoning and possibility theory
- Automating argument construction
- A logic for default reasoning
- Varieties of modal (classificatory) and comparative probability
- Towards a frequentist theory of upper and lower probability
- Papers on probability, statistics and statistical physics. Ed. by R. D. Rosenkrantz
- Evidence, knowledge, and belief functions
- Resolving misunderstandings about belief functions
- Comments on Shafer's Perspectives on the theory and practice of belief functions
- The combination of belief: When and how fast?
- Rejoinder to comments on ``Reasoning with belief functions: An analysis of compatibility
- Rejoinders to comments on Perspectives on the theory and practice of belief functions
- Two views of belief: Belief as generalized probability and belief as evidence
- Interval probability propagation
- Fuzzy sets as a basis for a theory of possibility
- The concept of a linguistic variable and its application to approximate reasoning. III
- The transferable belief model
- Probability judgment in artificial intelligence and expert systems. With discussion
- Bayesian analysis in expert systems. With comments and a rejoinder by the authors
- Bayes' theorem for Choquet capacities
- On the justification of Dempster's rule of combination
- Dempster's rule of combination is {\#}P-complete
- The concept of conditional fuzzy measure
- Semantics for fuzzy reasoning
- Bayesian updating and belief functions
- Statistical and Knowledge-Based Approaches to Clinical Decision-Support Systems, with an Application in Gastroenterology
- Fuzzy sets
- Upper and Lower Probabilities Induced by a Multivalued Mapping
- Robust Statistics
- A method for managing evidential reasoning in a hierarchical hypothesis space: a retrospective
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item