Figures & data
Figure 1. A sample of a network with five community structure.
Figure 2. Pseudo-code of IGWO-LP algorithm.
Figure 3. Pseudo-code of improved label propagation algorithm.
Figure 4. Flowchart of the IGWO-LP algorithm.
Table 1. The parameters of the algorithm
Figure 5. NMI results on SYN-FIX dataset (z = 3).
Figure 6. NMI results on SYN-FIX dataset (z = 5).
Figure 7. NMI results on SYN-VAR dataset (z = 3).
Figure 8. NMI results on SYN-VAR dataset (z = 5).
Figure 9. The NMI result of cell phone calls dataset.
Figure 10. The NMI result of enron mail dataset.
Figure 11. The NMI result of football dataset.
Table 2. The NMI results for all datasets
Figure 12. Comparing the results of algorithms using NMI criterion.
Table 3. Results of benchmark functions (F1 to F23)
Table 4. Properties of benchmark datasets
Table 5. Intra-cluster distances of each algorithm on UCI datasets
Table 6. Average error rate of the algorithms in percentage