General framework for multidimensional models

0411083 - UTIA-B 20030070 RIV US eng J - Článek v odborném periodiku
Jiroušek, Radim - Vejnarová, Jiřina
General framework for multidimensional models.
International Journal of Intelligent Systems. Roč. 18, č. 1 (2003), s. 107-127. ISSN 0884-8173. E-ISSN 1098-111X
Grant CEP: GA ČR GA201/02/1269
Grant ostatní: AKTION-KONTAKT(AT) 1999-24
Výzkumný záměr: CEZ:AV0Z1075907
Klíčová slova: probability * possibility theory * multidimensional distribution
Kód oboru RIV: BA - Obecná matematika
Impakt faktor: 0.875, rok: 2003

The paper is an attempt to build up a unifying theoretical framework in which both probabilistic and possibilistic multidimensional models could be described. This novel approach is applied to presenting models based on iterative application of operators of composition. In probabilistic framework, the model is fully equivalent to Bayesian networks.
Trvalý link: http://hdl.handle.net/11104/0131170