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Table 1.

Notations and their meanings.

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Fig 1.

The AUC scores of NMF-LP algorithm with different values of i.

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Table 2.

The topological features of the giant components of the six networks tested.

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Table 2 Expand

Table 3.

Comparison of algorithms’ accuracy quantified by AUC.

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Table 3 Expand

Table 4.

The topological features of the giant components of the eight networks tested.

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Table 4 Expand

Fig 2.

The AUC scores of NMF-LP algorithm with different values of i.

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Fig 2 Expand

Table 5.

Comparison of algorithms’ accuracy quantified by AUC.

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Table 5 Expand

Fig 3.

Error changes with the iteration number of NMF on networks without node attitudes.

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Fig 3 Expand

Fig 4.

Error changes with the iteration number of NMF on networks with node attitudes.

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Fig 4 Expand