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Convergence of a Generalized Belief Propagation Algorithm for Biological Networks

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Alternative Title
CONVERGENCE OF A GENERALIZED BELIEF PROPAGATION ALGORITHM FOR BIOLOGICAL NETWORKS
Abstract
A factor graph and belief propagation can be used for finding stochastic values of link weights in biological networks. However it is not easy to follow the process of use and so we presented the process with a toy network of three nodes in our prior work. We extend this work more generally and present numerical example for a network of 100 nodes..
Author(s)
SANG-MOK CHOOYOUNG-HEE KIM
Issued Date
2022
Type
Article
Keyword
Factor graphbelief propagationconvergencebiological networksprobability distributionBanach’s fixed point theorem
DOI
10.14317/jami.2022.515
URI
https://oak.ulsan.ac.kr/handle/2021.oak/13528
Publisher
Journal of Applied Mathematics and Informatics(JAMI)
Language
영어
Citation Volume
40
Citation Number
3-4
Citation Start Page
515
Citation End Page
530
Appears in Collections:
Medicine > Nursing
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