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Community Detection in Networks
Published on Dec 04, 20132219 Views
Finding communities in networks is crucial to understand their structure and function, as well as to identify the role of the nodes and uncover hidden relationships between nodes. In this talk I will
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Community detection in networks00:00
Outline00:28
Networks - 101:58
Networks - 202:17
Networks - 302:35
Networks - 403:02
Community structure04:37
Community detection - 106:14
Community detection - 208:52
Community detection - 309:49
Community detection - 410:07
Community detection - 510:26
Community detection - 610:43
Difficult problem!11:01
Difficult problem13:37
Global optimization - 116:42
Global optimization - 219:49
Modularity optimization20:41
Resolution limit26:09
Local optimization - 129:56
Local optimization - 231:31
Local optimization - 332:47
Local optimization: OSLOM - 134:44
Local optimization: OSLOM - 235:19
NetCom Analyzer35:35
Summary37:08
Community detection in graphs38:19
Acknowledgements38:50