In de novo genome assembly using short Illumina reads, the accurate determination of node and arc multiplicities in a de Bruijn graph has a large impact on the quality and contiguity of the assembly.

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Though existing works of sign prediction have reasonable prediction performances, they suffer from the data sparseness problem, especially for the negative link prediction. Most nodes in signed social ...