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The 18th European Conference on Machine Learning (ECML) and the 11th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD)
Pascal

An Algorithm to find OverlappingCommunity Structure in Networks

author: Steve Gregory, University of Bristol
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Slides
0:00 CONGA: An Algorithm to Find Overlapping Community Structure in Networks
0:23 Network clustering (1)
0:47 Network clustering (2)
1:14 Network clustering (3)
1:55 Network clustering (4)
2:16 Overlapping clusters
2:50 The GN algorithm (1)
3:43 The GN algorithm (2)
4:46 Edge betweenness
5:19 Splitting vertices
6:00 Split betweenness (1)
7:30 Split betweenness (2)
8:49 The CONGA algorithm
10:12 Split betweenness (contd.)
11:19 Calculating split betweenness
12:24 Experiments
14:08 Results: CONGA vs. GN
15:31 Results: CONGA vs. others
17:09 Conclusions

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