Consistent community identification in complex networks
We have found that known community identification algorithms produce inconsistent communities when the node ordering changes at input. We use the pairwise membership probability and consistency to quantify the level of consistency across multiple runs of an algorithm. Based on these two metrics, we...
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| Main Authors: | , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2011
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/5325 https://ink.library.smu.edu.sg/context/sis_research/article/6329/viewcontent/consistent_comm___PV.pdf |
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| Institution: | Singapore Management University |
| Language: | English |