Improving the Prediction of Protein-Protein Interaction Sites Using a Novel Over-Sampling Approach and Predicted Shape Strings
Lan Anh T. Nguyen, Osamu Hirose, Xuan Tho Dang, Tu Kien T. Le, Thammakorn Saethang, Vu Anh Tran, Mamoru Kubo, Yoichi Yamada & Kenji Satou · Annual Research & Review in Biology · 2013
Identification of protein-protein interaction (PPI) sites is one of the most challenging tasks in bioinformatics and many computational methods based on support vector machines have been developed. However, current methods often fail to predict PPI sites mainly because　of the s...
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Research Article