Performance of the supervised generative classifiers of spatio-temporal areal data using various spatial autocorrelation indexes

This article is concerned with a generative approach to supervised classification of spatio-temporal data collected at fixed areal units and modeled by Gaussian Markov random field. We focused on the classifiers based on Bayes discriminant functions formed by the log-ratio of the class conditional...

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Bibliographic Details
Main Authors: Marta Karaliutė, Kęstutis Dučinskas
Format: Article
Language:English
Published: Vilnius University Press 2023-02-01
Series:Nonlinear Analysis
Subjects:
Online Access:https://www.zurnalai.vu.lt/nonlinear-analysis/article/view/31434