hello everybody;
i am using UnBBayes and OOBN in instance i handle both the two successfully.
now my question i want to know wich algorithme was implimented in MSBN and OOBN in order to compile an MSBN instance?
Kind regards.
If you would like to refer to this comment somewhere else in this project, copy and paste the following link:
I think the algorithm which is used in UnBBayes-OOBN for converting OOBN to MSBN is not published in the web. But the idea is extremely simple: convert each instance of a class to a section (sub-network) in MSBN.
Once the MSBN is generated, the algorithm which compiles (i.e. computes the probabilities) the MSBN is a Junction Tree/Forest algorithm of Yang Xiang. Please, refer to the following publications (or other publications of same author) as starting points:
XIANG, Yang. Verification of DAG Structures in Cooperative Belief Networks Based Multi-Agent Systems. Networks, [S.l.], n.31, p.183-191, 1998.
XIANG, Yang. Cooperative Triangulation in MSBNs without Revealing Subnet structures. Regina: Department of Computer Science, 1998. 22p. Technical Report CS-98-02.
Best.
Last edit: Shou Matsumoto 2017-04-29
If you would like to refer to this comment somewhere else in this project, copy and paste the following link:
hello everybody;
i am using UnBBayes and OOBN in instance i handle both the two successfully.
now my question i want to know wich algorithme was implimented in MSBN and OOBN in order to compile an MSBN instance?
Kind regards.
I think the algorithm which is used in UnBBayes-OOBN for converting OOBN to MSBN is not published in the web. But the idea is extremely simple: convert each instance of a class to a section (sub-network) in MSBN.
Once the MSBN is generated, the algorithm which compiles (i.e. computes the probabilities) the MSBN is a Junction Tree/Forest algorithm of Yang Xiang. Please, refer to the following publications (or other publications of same author) as starting points:
XIANG, Yang. Verification of DAG Structures in Cooperative Belief Networks Based Multi-Agent Systems. Networks, [S.l.], n.31, p.183-191, 1998.
XIANG, Yang. Cooperative Triangulation in MSBNs without Revealing Subnet structures. Regina: Department of Computer Science, 1998. 22p. Technical Report CS-98-02.
Best.
Last edit: Shou Matsumoto 2017-04-29