A Suboptimal Stellate Structure of an Algebraic Bayesian Network
Keywords:
Algebraic Bayesian Network, Global Structure Learning, Join Graph, Machine Learning, Stellate Graph, Suboptimal Secondary StructureAbstract
There has been pointed out a subclass of minimal adjacency graphs — stellate adjacency graphs. It is proved that a set of such graphs contains optimal secondary structures, i. e. adjacency graphs with a minimal diameter. There has been presented an algorithm for synthesizing this set. There has been suggested a method to accelerate synthesis of the optimal secondary structure of an algebraic
Bayesian network.
Published
2013-04-19
How to Cite
Filchenkov, A. (2013). A Suboptimal Stellate Structure of an Algebraic Bayesian Network. Information and Control Systems, (2), 13-17. Retrieved from http://proceedings.spiiras.nw.ru/index.php/ius/article/view/13616
Issue
Section
Information processing and control