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Conference Paper (international conference)
Perfect sequences for belief networks representation
,
: Proceedings of the 13th IEEE International Conference on Tools in Artificial Intelligence, p. 87-96
: IEEE Computer Society Press, (Los Alamitos 2001)
: IEEE International Conference on Tools in Artificial Intelligence /13./, (Dallas, US, 07.11.2001-09.11.2001)
: AV0Z1075907
: OK 403, GA MŠk, KONTAKT 1999-24, AKTION
: belief networks, probability and possibility theories, operators of composition
(eng): Most approaches used to represent multidimensional probability distributions are based on graphical Markov modelling. Here we present another technique - we describe a process by which a multidimensional distribution can be composed from a "generating sequence" - a sequence of lowdimensional distributions. The main advantage of this approach is that the same apparatus based on operators of composition can be applied for description of both probabilistic and possibilistic models.
: 12A
: BA