Figure 1

Flow chart of JSCSNCP-LMA applied to lncRNAs–miRNAs association prediction. The JSCSNCP-LMA including four steps: First, construct the lncRNA–miRNA association matrix. Second, calculate the cosine similarity matrix of lncRNA and miRNA, Jaccard similarity matrix of lncRNA and miRNA and self-tuning spectral cluster similarity matrix of lncRNA and miRNA. Third, integrate the above matrix to obtain the comprehensive similarity matrix of lncRNA and miRNA. Finally, the final prediction score matrix is calculated by the network consistency projection.