Advanced Approach for Distributions Parameters Learning in Bayesian Networks with Gaussian Mixture Models and Discriminative Models

Bayesian networks are a powerful tool for modelling multivariate random variables. However, when applied in practice, for example, for industrial projects, problems arise because the existing learning and inference algorithms are not adapted to real data. This article discusses two learning and infe...

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Manylion Llyfryddiaeth

Prif Awduron:	Irina Deeva, Anna Bubnova, Anna V. Kalyuzhnaya
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	MDPI AG 2023-01-01
Cyfres:	Mathematics
Pynciau:	Bayesian networks parameters learning Gaussian mixture model classification models
Mynediad Ar-lein:	https://www.mdpi.com/2227-7390/11/2/343
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!