Institute of Information Theory and Automation

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Bibliography

Conference Paper (international conference)

Knowledge representation by compositional models

Jiroušek Radim

: Proceedings of the International Conference on Information and Knowledge Engineering, p. 117-123 , Eds: Arabnia H. R., Mun Y., Prasad B.

: CSREA Press, (Las Vegas 2002)

: International Conference on Information and Knowledge Engineering - IKE'02, (Las Vegas, US, 24.06.2002-27.06.2002)

: CEZ:AV0Z1075907

: GA201/02/1269, GA ČR, KONTAKT 1999-24, AKTION

: uncertain knowledge, probability, multidimensional distribution

(eng): This paper advocates a probabilistic method for uncertain knowledge representation and processing. In contrast to most other approaches, which are based on graphical Markov modelling (most popular are Bayesian networks, for which the dependence structure is represented by acyclic directed graphs), the described method is rather procedural. It describes a process by which a multidimensional distribution can be composed from pieces of "local knowledge", i.e., from a system of low-dimensional distributions.

: 12A

: BA

2019-01-07 08:39