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)

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Evaluation results from the paper

Task Dataset Model Metric name Metric value Global rank Compare
Node Classification Citeseer DANMF Accuracy 42.42% # 24
Node Classification Pubmed DANMF Accuracy 63.93% # 20
Node Classification Wiki DANMF AUC 41.12% # 1