Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection

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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Datasets


Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK BENCHMARK
Node Classification Citeseer DANMF Accuracy 42.42% # 46
Node Classification Pubmed DANMF Accuracy 63.93% # 45
Node Classification Wiki DANMF AUC 41.12% # 1

Methods used in the Paper


METHOD TYPE
Interpretability
Image Models