Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection

CIKM 2018 Fanghua YeChuan ChenZibin Zheng

Community structure is ubiquitous in real-world complex networks. The task of community detection over these networks is of paramount importance in a variety of applications... (read more)

PDF Abstract

Evaluation Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK COMPARE
Node Classification Citeseer DANMF Accuracy 42.42% # 30
Node Classification Pubmed DANMF Accuracy 63.93% # 27
Node Classification Wiki DANMF AUC 41.12% # 1