Probabilistic reasoning in intelligent systems: networks of plausible inference
Probabilistic reasoning in intelligent systems: networks of plausible inference
Ranking fuzzy numbers using ω-weighted valuations
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
Introduction to algorithms
Probabilistic Networks and Expert Systems
Probabilistic Networks and Expert Systems
Axioms for probability and belief-function proagation
UAI '88 Proceedings of the Fourth Annual Conference on Uncertainty in Artificial Intelligence
Probability propagation in fuzzy Bayesian belief networks with nondeterministic states
Cybernetics and Systems Analysis
Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis
Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
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We propose the fundamentals of the software for the analysis of states of complex systems by probabilistic inference methods based on fuzzy belief network models and their extensions. We introduce the concepts of fuzzy potentials and operations on them, develop mathematical tools of two-phase exact probabilistic inference and the procedure for evaluating and predicting the states of the system under study, and describe the architectural aspects of the computer implementation of the relevant information technology.