Modularity measure of networks with overlapping communities
arXiv:0910.5072 · doi:10.1209/0295-5075/90/18001
Abstract
In this paper we introduce a non-fuzzy measure which has been designed to rank the partitions of a network's nodes into overlapping communities. Such a measure can be useful for both quantifying clusters detected by various methods and during finding the overlapping community-structure by optimization methods. The theoretical problem referring to the separation of overlapping modules is discussed, and an example for possible applications is given as well.
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- Clubmark: a Parallel Isolation Framework for Benchmarking and Profiling Clustering Algorithms on NUMA Architectures
- The Atlas for the Aspiring Network Scientist
- Comprehensive spectral approach for community structure analysis on complex networks
- Overlapping Community Detection in Temporal Text Networks
- Metrics for Community Analysis: A Survey