# Bibliography

Conference Paper (international conference)

### Characteristic imset: a simple algebraic representative of a Bayesian network structure

, ,

**: **Proceedings of the 5th European Workshop on Probabilistic Graphical Models (PGM 2010), p. 257-264
, Eds: Myllymaki Petri, Roos Teemu, Jaakkola Tommi

**: **5th European Workshop on Probabilistic Graphical Models,
(Helsinki, FI, 13.09.2010-15.09.2010)

**: ** CEZ:AV0Z10750506

**: **1M0572, GA MŠk,
GA201/08/0539, GA ČR

**: **characteristic imset,
Bayesian network strucutre,
essential graph

**(eng): **Basic idea of algebraic and geometric approach to learning Bayesian nets is recalled. A simpler algebraic representative, called the characteristic imset, is proposed. It is a 0-1 vector, obtained from the former representative, standard imset, by an affine trensformation. It is closer to graphical decription. The relation to the essential graph is established.

**: **BA