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NEMN

Network Embedding framework in Multiplex Networks.

We consider node feature vector should contains all of informaction(ATC,Chemical,side effect....)

Two applications for NEMN:

DDI prediction. Data from [33] Gottlieb A, Stein G Y, Oron Y, et al. INDI: a computational framework for inferring drug interactions and their associated recommendations[J]. Molecular Systems Biology, 2012, 8(1): 592.

Drug combination. Data from DrugBank、SIDER et al.

Four Steps for NEMN:

1、evluate network importance

2、bias random walk for got path

3、train Skip-gram model

4、randomforest calssifier

You can find NEMN in folder of Code.

Data in Drug combination and Drug-Drug-Interaction.

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