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Multi-view clustering for multi-omics data using unified embedding

In real world applications, data sets are often comprised of multiple views, which provide consensus and complementary information to each other. Embedding learning is an effective strategy for nearest neighbour search and dimensionality reduction in large data sets. This paper attempts to learn a u...

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Detalles Bibliográficos
Autores principales: Mitra, Sayantan, Saha, Sriparna, Hasanuzzaman, Mohammed
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7423957/
https://www.ncbi.nlm.nih.gov/pubmed/32788601
http://dx.doi.org/10.1038/s41598-020-70229-1