JLONMFSC: Clustering scRNA-seq data based on joint learning of non-negative matrix factorization and subspace clustering

Massively parallel digital transcriptional profiling of single cells

Grace Zheng, Jessica M. Terry, Phillip Belgrader et al. · Nature Communications · 2017 · 7.8K citations · Full text

Life Sciences, Cell Biology, Molecular Biology +14

Spatial reconstruction of single-cell gene expression data

Rahul Satija, Jeffrey A. Farrell, David Gennert et al. · Nature Biotechnology · 2015 · 7.7K citations · Full text

Life Sciences, Bioinformatics, Cell Biology +14

An efficient k-means clustering algorithm: analysis and implementation

Tapas Kanungo, David M. Mount, Nathan S. Netanyahu et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2002 · 5.6K citations

Computing, Computer Science, Computational Geometry +10

Graph Regularized Nonnegative Matrix Factorization for Data Representation

Deng Cai, Xiaofei He, Jiawei Han et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2010 · 2.5K citations

Computing, Computer Science, Computational Geometry +6

A single-cell survey of the small intestinal epithelium

Adam L. Haber, Moshe Biton, Noga Rogel et al. · Nature · 2017 · 1.9K citations · Full text

Life Sciences, Anatomy, Cell Biology +11