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Decomposition of multidimensional distributions represented by perfect sequences
- 1.0410799 - UTIA-B 20020013 RIV NL eng J - Journal Article
Jiroušek, Radim
Decomposition of multidimensional distributions represented by perfect sequences.
Annals of Mathematics and Artificial Intelligence. Roč. 35, 1-4 (2002), s. 215-226. ISSN 1012-2443. E-ISSN 1573-7470
R&D Projects: GA ČR GA201/02/1269
Institutional research plan: CEZ:AV0Z1075907
Keywords : multidimensional model * Bayesian network * operator of composition
Subject RIV: BA - General Mathematics
Impact factor: 0.379, year: 2002
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.
Permanent Link: http://hdl.handle.net/11104/0130886
Number of the records: 1