Learning Gaussian Bayesian Network from Censored Data Subject to Limit of Detection by the Structural EM Algorithm

A Bayesian network offers powerful knowledge representations for independence, conditional independence and causal relationships among variables in a given domain. Despite its wide application, the detection limits of modern measurement technologies make the use of the Bayesian networks theoreticall...

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Principais autores:	Ping-Feng Xu, Shanyi Lin, Qian-Zhen Zheng, Man-Lai Tang
Format:	Artigo
Jezik:	Inglês
Izdano:	MDPI AG 2025-04-01
Serija:	Mathematics
Teme:	Bayesian networks censored data structural EM algorithm structure learning
Online dostop:	https://www.mdpi.com/2227-7390/13/9/1482
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