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Robustness of the algorithms to random edge addition and removal. Each curve represents the value of accuracy (left panels) or separation (right panels). (a, b) Edge addition to the test graph. (c, d) Edge removal from an altered graph with 100% of randomly added edges. (e, f) Edge addition to an altered graph with 40% of randomly removed edges. Color code: red, BCD; blue, GN; cyan, MCL; orange, ECC with the original edge clustering coefficient; green, ECC with our commonality index.
