Laplacian normalization and bi-random walks on heterogeneous networks for predicting lncRNA-disease associations.

Our proposed method, including the construction of the lncRNA similarity network and disease similarity network and the bi-random walks algorithm on the heterogeneous network, could be used for prediction of potential associations between the lncRNAs and the diseases.