Title :
Protein-protein interaction extraction based on actively transfer learning
Author :
Lishuang Li; Jieqiong Zheng; Dingxin Song; Rui Guo; Degen Huang
Author_Institution :
School of Computer Science and Technology, Dalian University of Technology, China
Abstract :
In this paper, we present an actively transfer learning framework to extract PPI. Experimental results show that the proposed ActTrAdaBoost method performs much better than the baseline SVM and the original transfer learning method. In PPIE transfer learning task, our ActTrAdaBoost method presents better performance.
Keywords :
"Proteins","Protein engineering","Biological system modeling"
Conference_Titel :
Bioinformatics and Biomedicine (BIBM), 2015 IEEE International Conference on
DOI :
10.1109/BIBM.2015.7359936
