A unified solution for different scenarios of predicting drug-target interactions via triple matrix factorization.

Our TMF provides a unified framework of DTI prediction for all the screening scenarios. It also presents a new insight for the underlying mechanism of DTIs by indicating dominant features, which play important roles in the forming of DTI.