Table 2 Centrality measures implemented in CentiBiN. Definitions for these measures can be found in Table 1.
From: Exploration of biological network centralities with CentiBiN
Centrality | Type | Directed graphs | Undirected graphs |
|---|---|---|---|
Degree | Neighbourhood based | Yes1 | Yes |
Eccentricity | Distance based | Yes | Yes |
Closeness | Distance based | Yes | Yes |
Radiality | Distance based | Yes | Yes |
Centroid | Distance based | Yes | Yes |
Stress | Shortest-Path based | Yes | Yes |
S.-P. Betweenness | Shortest-Path based | Yes | Yes |
C.-F. Betweenness | Current-Flow based | No2 | Yes |
C.-F. Closeness | Current-Flow based | No2 | Yes |
Katz Status | Feedback based | Yes | Yes |
Eigenvector | Feedback based | Yes | Yes |
Hubbell index | Feedback based | Yes | Yes |
Bargaining | Feedback based | Yes | Yes |
PageRank | Feedback based | Yes | Yes |
HITS-Hubs | Feedback based | Yes | Yes3 |
HITS-Auths | Feedback based | Yes | Yes3 |
Closeness- vitality | Vitality based | Yes | Yes |