Background: Protein-protein interaction (PPI) extraction has been a focal point of many biomedical research and database curation tools. Both Active Learning and Semi-supervised SVMs have recently been applied to extract PPI automatically. In this paper, we explore combining the AL with the SSL to improve the performance of the PPI task.
In REF is presented a method for extracting protein-protein interaction (PPI) through combination of an active learning technique and a semi-supervised SVM.
Combining active learning and semi-supervised learning techniques to extract protein interaction sentences
BMC Bioinformatics
BMC Bioinformatics
Medicine Computer Science