Research of nonparametric density estimation algorithms by applying clustering methods

One of the ways to improve the accuracy of probability density estimation is multi-mode density treating as the mixture of single-mode one. In this paper we offer to use data clustering in the first place and to estimate density in every cluster separately. To objectively compare the performance, M...

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Bibliographic Details
Main Authors: Rasa Šmidtaitė, Tomas Ruzgas
Format: Article
Language:English
Published: Vilnius University Press 2023-09-01
Series:Lietuvos Matematikos Rinkinys
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Online Access:https://www.zurnalai.vu.lt/LMR/article/view/30726
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