Artyom Vyatkin- St Petersburg University
Artyom Vyatkin
- St Petersburg University
About
4
Publications
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Introduction
Artyom Vyatkin is a junior researcher at the St. Petersburg Federal Research Center of the Russian Academy of Sciences (SPC RAS), specializing in Probabilistic Graphical Models, Bayesian Networks, Algebraic Bayesian Networks.
Current institution
Publications
Publications (4)
Algebraic Bayesian networks belong to the class of probabilistic graphical models. They are represented as non-directional graphs with models of knowledge patterns in the nodes (KP). Each knowledge pattern contains closely related information about the subject domain, formalized in the form of an ideal of conjuncts or a set of quanta with truth pro...
