Low-rank persistent probability representation for higher-order role discovery

Dongsheng Ye, Hao Jiang, Jiajun Fan, Qiang Wang

Abstract: Highlights•Define a local filtration to extract higher-order role features.•Propose a fast and interpretable method to vectorize role features.•Model the subspace structure of role vectors for clustering.