Non-negative matrix factorization

Lower Order Information Preserved Network Embedding Based on Non-Negative Matrix Decomposition

Qiang Tian, Lin Pan, Wang Zhang, Tianpeng Li, Huaming Wu, Pengfei Jiao, Wenjun Wang

Local Structure and High-Order Feature Preserved Network Embedding Based on Non-Negative Matrix Factorization

Qin Tian, Lin Pan, Xuan Guo, Xiaoming Li, Wei Yu, Faming Li

A Novel Evolutionary Clustering via the First-Order Varying Information for Dynamic Networks

Wei Yu, Pengfei Jiao, Wenjun Wang, Yang Yu, Xue Chen, Lin Pan

A Perturbation-Based Framework for Link Prediction via Non-Negative Matrix Factorization

Wenjun Wang, Fei Cai, Pengfei Jiao, Lin Pan

Autonomous Overlapping Community Detection in Temporal Networks: A Dynamic Bayesian Nonnegative Matrix Factorization Approach

Wenjun Wang, Pengfei Jiao, Dongxiao He, Di Jin, Lin Pan, Bogdan Gabrys