Generalized EmbedSOM on quadtree-structured self-organizing maps [version 2; peer review: 2 approved]

EmbedSOM is a simple and fast dimensionality reduction algorithm, originally developed for its applications in single-cell cytometry data analysis. We present an updated version of EmbedSOM, viewed as an algorithm for landmark-directed embedding enrichment, and demonstrate that it works well even wi...

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Bibliographic Details
Main Authors: Miroslav Kratochvíl, Abhishek Koladiya, Jiří Vondrášek
Format: Article
Language:English
Published: F1000 Research Ltd 2020-05-01
Series:F1000Research
Online Access:https://f1000research.com/articles/8-2120/v2