benedekrozemberczki / awesome-community-detection

A curated list of community detection research papers with implementations.
Creative Commons Zero v1.0 Universal
2.33k stars 361 forks source link
bigclam clustering community-detection data-science deep-learning deepwalk dimensionality-reduction embedding factorization graph-clustering igraph machine-learning matrix-factorization network-analysis network-clustering network-science networkx node2vec social-network unsupervised-learning

Awesome Community Detection Research Papers

Awesome PRs Welcome repo size License benedekrozemberczki

A collection of community detection research papers.

Similar collections about graph classification, classification/regression tree, fraud detection, and gradient boosting papers with implementations.

Table of Contents

  1. Matrix Factorization
  2. Deep Learning
  3. Label Propagation, Percolation and Random Walks
  4. Tensor Decomposition
  5. Spectral Methods
  6. Temporal Methods
  7. Cyclic Patterns
  8. Centrality and Cuts
  9. Physics Inspired
  10. Block Models
  11. Hypergraphs
  12. Others
  13. Libraries

License