Machine learning on protein-protein interaction prediction: models, challenges and trends

• Main Authors: Tang, Tao, Zhang, Xiaocai, Liu, Yuansheng, Peng, Hui, Zheng, Binshuang, Yin, Yanlin, Zeng, Xiangxiang
• Other Authors: School of Biological Sciences
• Format: Article
• Language: English
• Published: 2023
• Subjects: Science::Biological sciences; Protein–protein Interaction; Machine Learning
• Online Access: https://hdl.handle.net/10356/170316
• Institution: Nanyang Technological University

Protein-protein interactions (PPIs) carry out the cellular processes of all living organisms. Experimental methods for PPI detection suffer from high cost and false-positive rate, hence efficient computational methods are highly desirable for facilitating PPI detection. In recent years, benefiting f...