CIKM 2018

Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection

CIKM 2018 benedekrozemberczki/karateclub

Considering the complicated and diversified topology structures of real-world networks, it is highly possible that the mapping between the original network and the community membership space contains rather complex hierarchical information, which cannot be interpreted by classic shallow NMF-based approaches.

LOCAL COMMUNITY DETECTION NETWORK COMMUNITY PARTITION NODE CLASSIFICATION REPRESENTATION LEARNING