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We employed the proposed model to predict candidate lncRNAs for renal cancer and colon cancer. The results are promising. Case studies show that almost 70% of lncRNAs in the top 10 prediction lists are verified by recent biological research. The experimental results indicated that our proposed model had an accurate predictive ability for the association of lncRNA-disease pairs. The experimental results indicated that our proposed model had an accurate predictive ability for the association of lncRNA-disease pairs. Global climate oscillation, as a se