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Start Over Coverage 1022-1044

1. Characterisation of conditional independence structures for polymatroids using vanishing sets

Creator:
Chan, Terence, Chen, Qi, and Yeung, Raymond
Format:
bez média and svazek
Type:
model:article and TEXT
Subject:
full conditional independence, markov random field, and polymatroids
Language:
English
Description:
In this paper, we characterise and classify a list of full conditional independences via the structure of the induced set of vanishing atoms. Construction of Markov random subfield and minimal characterisation of polymatroids satisfying a MRF will also be given.
Rights:
http://creativecommons.org/publicdomain/mark/1.0/ and policy:public