Bibliography
Conference Paper (international conference)
Detection of independence relations from persegrams
: Proceedings of the 9th Information Processing and Management of Uncertainty in Knowledge-based Systems, p. 1261-1267
: ESIA, (Annecy 2002)
: IPMU '2002 /9./, (Annecy, FR, 01.07.2002-05.07.2002)
: CEZ:AV0Z1075907
: GA201/02/1269, GA ČR, PL973121-IC15CT98-0315, Copernicus, KONTAKT 1999-24, AKTION
: multidimensional model, probability distribution, composition
(eng): The paper describes an approach to represent multidimensional distributions by "generating sequences". Their subclass of so called "perfect sequences", are equivalent to the class of distributions represented by Bayesian networks. The famous d-separation criterion enables the user to read all the conditional independence relations among the variables of a Bayesian network. This paper shows how to get the same information for distributions represented by perfect sequences.
: 12A
: BA