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Welcome to InterSPPI-HVPPI!

HVPPI predicts protein-protein interactions (PPIs) between human and virus through a sequence embedding-based encoding method.

Our predictive framework

doc2vec feature encoding

An embedding-based encoding method.

Random Forest (RF) algorithm

An ensemble machine learning method.

Start prediction

Citation

Xiaodi Yang, Shiping Yang, Qinmengge Li, Setfan Wuchty, and Ziding Zhang. (2020). Prediction of human-virus protein-protein interactions through a sequence embedding-based machine learning method. Comput Struct Biotechnol J. 18:153-161. Link