Local computation with valuations from a commutative semigroup
Annals of Mathematics and Artificial Intelligence
Separoids: A Mathematical Framework for Conditional Independence and Irrelevance
Annals of Mathematics and Artificial Intelligence
Strong Conditional Independence for Credal Sets
Annals of Mathematics and Artificial Intelligence
A simple method for finding a legal configuration in complex Bayesian networks
Statistics and Computing
Stable local computation with conditional Gaussian distributions
Statistics and Computing
Current Approaches to Handling Imperfect Information in Data and Knowledge Bases
IEEE Transactions on Knowledge and Data Engineering
Searching for the best elimination sequence in Bayesian networks by using ant colony optimization
Pattern Recognition Letters
An Alternative to Outward Propagation for Dempster-Shafer Belief Functions
ECSQARU '95 Proceedings of the European Conference on Symbolic and Quantitative Approaches to Reasoning and Uncertainty
Updating Directed Belief Networks
ECSQARU '95 Proceedings of the European Conference on Symbolic and Quantitative Approaches to Reasoning and Uncertainty
Mixtures of Truncated Exponentials in Hybrid Bayesian Networks
ECSQARU '01 Proceedings of the 6th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Importance Measures from Reliability Theory for Probabilistic Assumption-Based Reasoning
ECSQARU '01 Proceedings of the 6th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Computing Intervals of Probabilities with Simulated Annealing and Probability Trees
ECSQARU '01 Proceedings of the 6th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Structural analysis of audit evidence using belief functions
Fuzzy Sets and Systems - Special issue: Soft decision analysis
Applications of Belief Functions in Business Decisions: A Review
Information Systems Frontiers
Probabilistic argumentation systems a new way to combine logic with probability
Journal of Applied Logic - Special issue on combining probability and logic
A Theory of Frame Transformations for Belief Combination
Annals of Mathematics and Artificial Intelligence
An empirical evaluation of possible variations of lazy propagation
UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence
Unifying tree decompositions for reasoning in graphical models
Artificial Intelligence
Iterative Multiagent Probabilistic Inference
IAT '06 Proceedings of the IEEE/WIC/ACM international conference on Intelligent Agent Technology
Hill-climbing and branch-and-bound algorithms for exact and approximate inference in credal networks
International Journal of Approximate Reasoning
International Journal of Approximate Reasoning
Approximate probability propagation with mixtures of truncated exponentials
International Journal of Approximate Reasoning
Journal of Management Information Systems
Operating with potentials of discrete variables
International Journal of Approximate Reasoning
Uncertain information: Random variables in graded semilattices
International Journal of Approximate Reasoning
An algebraic theory for statistical information based on the theory of hints
International Journal of Approximate Reasoning
Inference in directed evidential networks based on the transferable belief model
International Journal of Approximate Reasoning
Semiring induced valuation algebras: Exact and approximate local computation algorithms
Artificial Intelligence
Belief update in CLG Bayesian networks with lazy propagation
International Journal of Approximate Reasoning
Arc reversals in hybrid Bayesian networks with deterministic variables
International Journal of Approximate Reasoning
Formal Theories of Information
Formal Theories of Information
Local Computation Schemes with Partially Ordered Preferences
ECSQARU '09 Proceedings of the 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Inference in Hybrid Bayesian Networks with Deterministic Variables
ECSQARU '09 Proceedings of the 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Maximum Likelihood Learning of Conditional MTE Distributions
ECSQARU '09 Proceedings of the 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Predicting Stock and Portfolio Returns Using Mixtures of Truncated Exponentials
ECSQARU '09 Proceedings of the 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Local consistency in junction graphs for constraint-based inference
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
ICLP '09 Proceedings of the 25th International Conference on Logic Programming
Belief Logic Programming: Uncertainty Reasoning with Correlation of Evidence
LPNMR '09 Proceedings of the 10th International Conference on Logic Programming and Nonmonotonic Reasoning
Query Answering in Belief Logic Programming
SUM '09 Proceedings of the 3rd International Conference on Scalable Uncertainty Management
Conditional plausibility measures and Bayesian networks
Journal of Artificial Intelligence Research
On valued negation normal form formulas
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Decision diagrams for the computation of semiring valuations
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Unifying tree decompositions for reasoning in graphical models
Artificial Intelligence
Graphical models for imprecise probabilities
International Journal of Approximate Reasoning
Solving linear-quadratic conditional Gaussian influence diagrams
International Journal of Approximate Reasoning
International Journal of Approximate Reasoning
Inference in hybrid Bayesian networks with mixtures of truncated exponentials
International Journal of Approximate Reasoning
Optimizing inference in Bayesian networks and semiring valuation algebras
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
Compiling solution configurations in semiring valuation systems
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
Approximate reasoning systems: a personal perspective
AAAI'91 Proceedings of the ninth National conference on Artificial intelligence - Volume 2
Approximate inference in Bayesian networks using binary probability trees
International Journal of Approximate Reasoning
Comparing evidential graphical models for imprecise reliability
SUM'10 Proceedings of the 4th international conference on Scalable uncertainty management
Semiring-induced propositional logic: definition and basic algorithms
LPAR'10 Proceedings of the 16th international conference on Logic for programming, artificial intelligence, and reasoning
Inference in hybrid Bayesian networks using mixtures of polynomials
International Journal of Approximate Reasoning
International Journal of Approximate Reasoning
An information systems security risk assessment model under uncertain environment
Applied Soft Computing
Review: Bayesian networks in environmental modelling
Environmental Modelling & Software
Discovering the hidden structure of complex dynamic systems
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
On transformations between probability and spohnian disbelief functions
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
A general algorithm for approximate inference and its application to hybrid bayes nets
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
A qualitative linear utility theory for Spohn's theory of epistemic beliefs
UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
Marginalization in composed probabilistic models
UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
Evaluating influence diagrams using LIMIDs
UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
Solving influence diagrams using HUGIN, shafer-shenoy and lazy propagation
UAI'01 Proceedings of the Seventeenth conference on Uncertainty in artificial intelligence
Irrelevance and independence relations in Quasi-Bayesian networks
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Independence concepts for convex sets of probabilities
UAI'95 Proceedings of the Eleventh conference on Uncertainty in artificial intelligence
Inference with idempotent valuations
UAI'97 Proceedings of the Thirteenth conference on Uncertainty in artificial intelligence
Propagation of 2-monotone lower probabilities on an undirected graph
UAI'96 Proceedings of the Twelfth international conference on Uncertainty in artificial intelligence
Conditional independence in possibility theory
UAI'94 Proceedings of the Tenth international conference on Uncertainty in artificial intelligence
Possibilistic conditioning and propagation
UAI'94 Proceedings of the Tenth international conference on Uncertainty in artificial intelligence
UAI'94 Proceedings of the Tenth international conference on Uncertainty in artificial intelligence
Evidential reasoning with conditional belief functions
UAI'94 Proceedings of the Tenth international conference on Uncertainty in artificial intelligence
Probabilistic assumption-based reasoning
UAI'93 Proceedings of the Ninth international conference on Uncertainty in artificial intelligence
aHUGIN: a system creating adaptive causal probabilistic networks
UAI'92 Proceedings of the Eighth international conference on Uncertainty in artificial intelligence
Journal of Computer and System Sciences
A linear belief function approach to portfolio evaluation
UAI'03 Proceedings of the Nineteenth conference on Uncertainty in Artificial Intelligence
A fusion algorithm for solving Bayesian decision problems
UAI'91 Proceedings of the Seventh conference on Uncertainty in Artificial Intelligence
Relevance and truthfulness in information correction and fusion
International Journal of Approximate Reasoning
Penniless propagation with mixtures of truncated exponentials
ECSQARU'05 Proceedings of the 8th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Approximate modelling of the multi-dimensional learner
ITS'06 Proceedings of the 8th international conference on Intelligent Tutoring Systems
Minimum bayes risk decoding with enlarged hypothesis space in system combination
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part II
Answering queries in hybrid Bayesian networks using importance sampling
Decision Support Systems
Local computations in Dempster--Shafer theory of evidence
International Journal of Approximate Reasoning
Updating credal networks is approximable in polynomial time
International Journal of Approximate Reasoning
Reasoning and Facts Explanation in Valuation Based Systems
Fundamenta Informaticae
Solving limited memory influence diagrams
Journal of Artificial Intelligence Research
Ordering arc-reversal operations when eliminating variables in lazy AR propagation
International Journal of Approximate Reasoning
On the tree structure used by lazy propagation for inference in bayesian networks
ECSQARU'13 Proceedings of the 12th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
New propagation algorithm in dynamic directed evidential networks with conditional belief functions
IUKM'13 Proceedings of the 2013 international conference on Integrated Uncertainty in Knowledge Modelling and Decision Making
Compositional models in valuation-based systems
International Journal of Approximate Reasoning
Cybernetics and Systems Analysis
International Journal of Approximate Reasoning
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