Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
community detection algorithm
|
| gptkbp:citation |
Traag, V. A., Waltman, L., & van Eck, N. J. (2019). From Louvain to Leiden: guaranteeing well-connected communities. Scientific Reports, 9(1), 5233.
|
| gptkbp:developedBy |
gptkb:Ludo_Waltman
gptkb:Nees_Jan_van_Eck Vincent Traag |
| gptkbp:feature |
faster than Louvain algorithm
guarantees well-connected communities prevents badly connected communities |
| https://www.w3.org/2000/01/rdf-schema#label |
Leiden algorithm
|
| gptkbp:improves |
Louvain algorithm
|
| gptkbp:introducedIn |
2019
|
| gptkbp:namedAfter |
gptkb:Leiden_University
|
| gptkbp:openSource |
gptkb:Python
gptkb:C++ R |
| gptkbp:publishedIn |
gptkb:Scientific_Reports
|
| gptkbp:relatedTo |
graph theory
modularity optimization |
| gptkbp:usedFor |
community detection
network partitioning |
| gptkbp:website |
https://www.leidenalgorithms.com/
|
| gptkbp:bfsParent |
gptkb:Louvain_Community_Detection
|
| gptkbp:bfsLayer |
7
|