IEEE

Co-clustering of single-cell RNA-seq data based on weighted non-negative matrix tri-factorization combined with consensus clustering

Abstract: Single-cell RNA sequencing (scRNA-seq) has the ability to accurately identify cell types contained in tissues at single-cell resolution. However, the research of identifying imbalanced cell ...
IEEE

Diversity Embedding Deep Optimal Graph Regularized Nonnegative Matrix Factorization for Robust Multiview Clustering

Abstract: Analyzing multimedia data, which often comprises diverse views such as text, images, and videos, presents unique challenges for data processing. Deep matrix factorization (DMF) provides an ...