Large-scale classification of metagenomic samples: a comparative analysis of classical machine learning techniques vs a novel brain-inspired hyperdimensional computing approach

Classical machine learning techniques have revolutionized bioinformatics, enabling researchers to extract knowledge from complex biological data. However, these techniques often struggle with high-dimensional data, where the increasing number of features leads to decreased performance, also affectin...

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Vydané v:	bioRxiv
Hlavní autori:	Joshi, Jayadev, Cumbo, Fabio, Blankenberg, Daniel
Médium:	Journal Article Paper
Jazyk:	English
Vydavateľské údaje:	United States Cold Spring Harbor Laboratory 07.07.2025
Vydanie:	1.1
Predmet:	Microbiology
ISSN:	2692-8205, 2692-8205
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