Articles

A Deep Non-negative Matrix Factorization Model for Big Data Representation Learning

• Zhikui Chen
• Shan Jin
• Runze Liu
• Jianing Zhang

Impact of Data Preprocessing on Integrative Matrix Factorization of Single Cell Data

in Cancer Genetics

• Lauren L. Hsu
• Aedin C. Culhane

Predicting lncRNA–Protein Interaction With Weighted Graph-Regularized Matrix Factorization

in RNA

• Xibo Sun
• Leiming Cheng
• Jinyang Liu
• Cuinan Xie
• Jiasheng Yang
• Fu Li

Necroptosis-Related Genes Associated With Immune Activity and Prognosis of Colorectal Cancer

in Computational Genomics

• Xinyi Peng
• Zhili Xu
• Yong Guo
• Ying Zhu

Indicator Regularized Non-Negative Matrix Factorization Method-Based Drug Repurposing for COVID-19

in Vaccines and Molecular Therapeutics

• Xianfang Tang
• Lijun Cai
• Yajie Meng
• JunLin Xu
• Changcheng Lu
• Jialiang Yang

A Novel Constrained Non-negative Matrix Factorization Method for Group Functional Magnetic Resonance Imaging Data Analysis of Adult Attention-Deficit/Hyperactivity Disorder

in Brain Imaging Methods

• Ying Li
• Weiming Zeng
• Yuhu Shi
• Jin Deng
• Weifang Nie
• Sizhe Luo
• Jiajun Yang

Co-sparse Non-negative Matrix Factorization

in Brain Imaging Methods

• Fan Wu
• Jiahui Cai
• Canhong Wen
• Haizhu Tan

Meta-Analysis of Esophageal Cancer Transcriptomes Using Independent Component Analysis

in Computational Genomics

• Ainur Ashenova
• Asset Daniyarov
• Askhat Molkenov
• Aigul Sharip
• Andrei Zinovyev
• Ulykbek Kairov

A biomarker discovery framework for childhood anxiety

in Computational Psychiatry

• William J. Bosl
• Michelle Bosquet Enlow
• Eric F. Lock
• Charles A. Nelson

Identifying and Exploiting Potential miRNA-Disease Associations With Neighborhood Regularized Logistic Matrix Factorization

in Computational Genomics

• Bin-Sheng He
• Jia Qu
• Qi Zhao

Ovarian cancer subtypes based on the regulatory genes of RNA modifications: Novel prediction model of prognosis

in Cancer Endocrinology

• Peixian Zheng
• Na Li
• Xianquan Zhan