Institute of Information Theory and Automation

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Bibliography

Journal Article

Decomposition of multidimensional distributions represented by perfect sequences

Jiroušek Radim

: Annals of Mathematics and Artificial Intelligence vol.35, p. 215-226

: CEZ:AV0Z1075907

: GA201/02/1269, GA ČR

: multidimensional model, Bayesian network, operator of composition

(eng): The paper gives a brief introduction into a compositional approach of representing multidimensional probability distributions and reports two new theorems that are necessary for designing computational procedures. The first concerns computation of marginal distributions, the other gives instructions for decomposing a multidimensional model into two lower-dimensional ones.

: 12A

: BA

2019-01-07 08:39