Protein-protein interactions prediction via multimodal deep polynomial network and regularized extreme learning machine

• Main Authors: Lei, Haijun, Wen, Yuting, You, Zhuhong, Elazab, Ahmed, Tan, Ee-Leng, Zhao, Yujia, Lei, Baiying
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Electrical and electronic engineering; Protein-protein Interactions; Prediction
• Online Access: https://hdl.handle.net/10356/137162
• Institution: Nanyang Technological University

Predicting the protein-protein interactions (PPIs) has played an important role in many applications. Hence, a novel computational method for PPIs prediction is highly desirable. PPIs endow with protein amino acid mutation rate and two physicochemical properties of protein (e.g., hydrophobicity and...