FREEPII (Feature Representation Enhancement End-to-end Protein Interaction Inference) is an end-to-end learning method encompassing autonomous feature extraction and feature representation enhancement for PPIs and protein complexes inference.

Summary

HPPIDiscovery is a scientific workflow to augment, predict and perform an insilico curation of host-pathogen Protein-Protein Interactions (PPIs) using graph theory to build new candidate ppis and machine learning to predict and evaluate them by combining multiple PPI detection methods of proteins according to three categories: structural, based on primary aminoacid sequence and functional annotations.

HPPIDiscovery contains three main steps: (i) acquirement of pathogen and host proteins ...