Higher-Order Multi-Layer Community Detection

Ling Huang, Chang-Dong Wang, Hong-Yang Chao

AAAI 2019 pp. 9945-9946

doi:10.1609/AAAI.V33I01.33019945 /aaai/2019/huang2019aaai-higher/

Abstract

In this paper, we define a new problem of multi-layer network community detection, namely higher-order multi-layer community detection. A multi-layer motif (M-Motif) approach is proposed, which discovers communities with good intralayer higher-order community quality while preserving interlayer higher-order community consistency. Experimental results have confirmed the superiority of the proposed method.

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Cite

Text

Huang et al. "Higher-Order Multi-Layer Community Detection." AAAI Conference on Artificial Intelligence, 2019. doi:10.1609/AAAI.V33I01.33019945

Markdown

[Huang et al. "Higher-Order Multi-Layer Community Detection." AAAI Conference on Artificial Intelligence, 2019.](https://mlanthology.org/aaai/2019/huang2019aaai-higher/) doi:10.1609/AAAI.V33I01.33019945

BibTeX

@inproceedings{huang2019aaai-higher,
  title     = {{Higher-Order Multi-Layer Community Detection}},
  author    = {Huang, Ling and Wang, Chang-Dong and Chao, Hong-Yang},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2019},
  pages     = {9945-9946},
  doi       = {10.1609/AAAI.V33I01.33019945},
  url       = {https://mlanthology.org/aaai/2019/huang2019aaai-higher/}
}