GitHub

harel-coffee/cNMF-auto

Code and example data for running Consensus Non-negative Matrix Factorization on single-cell RNA-Seq data - harel-coffee/cNMF-auto ...
GitHub

hengbingao/cNMF_elif_removebatch

cNMF is a pipeline for inferring gene expression programs from scRNA-Seq. It takes a count matrix (N cells X G genes) as input and produces a (K x G) matrix of gene expression programs (GEPs) and a (N ...
IEEE

Scalable Task-Parallel SGD on Matrix Factorization in Multicore Architectures

Abstract: Recommendation is an indispensable technique especially in e-commerce services such as Amazon or Netflix to provide more preferable items to users. Matrix factorization is a well-known ...
IEEE

A Multi-Kernel-Based Multi-View Deep Non-Negative Matrix Factorization for Enhanced Healthcare Data Clustering

Abstract: Multi-view clustering methods based on deep matrix factorization play a vital role in data analysis within the healthcare sector. However, existing methods predominantly conduct deep matrix ...