Multisource single‐cell data integration by MAW barycenter for Gaussian mixture models
Multisource single‐cell data integration by MAW barycenter for Gaussian mixture models
About this item
Full title
Author / Creator
Lin, Lin , Shi, Wei , Ye, Jianbo and Li, Jia
Publisher
United States: Blackwell Publishing Ltd
Journal title
Language
English
Formats
Publication information
Publisher
United States: Blackwell Publishing Ltd
Subjects
More information
Scope and Contents
Contents
One key challenge encountered in single‐cell data clustering is to combine clustering results of data sets acquired from multiple sources. We propose to represent the clustering result of each data set by a Gaussian mixture model (GMM) and produce an integrated result based on the notion of Wasserstein barycenter. However, the precise barycenter of...
Alternative Titles
Full title
Multisource single‐cell data integration by MAW barycenter for Gaussian mixture models
Authors, Artists and Contributors
Author / Creator
Identifiers
Primary Identifiers
Record Identifier
TN_cdi_proquest_miscellaneous_2849902532
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_2849902532
Other Identifiers
ISSN
0006-341X
E-ISSN
1541-0420
DOI
10.1111/biom.13630
