Natural clustering: the modularity approach

Details Natural clustering: the modularity approach Natural clustering: the modularity approach

2006-07-25

arxiv.org/abs/cond-mat/0607643v2

Physics

Condensed Matter

Statistical Mechanics

11 pages, 5 figure enlarged version

Scientific paper

10.1088/1742-5468/2007/08/L08001

We show that modularity, a quantity introduced in the study of networked
systems, can be generalized and used in the clustering problem as an indicator
for the quality of the solution. The introduction of this measure arises very
naturally in the case of clustering algorithms that are rooted in Statistical
Mechanics and use the analogy with a physical system.

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