• DocumentCode
    3714631
  • 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
  • fYear
    2015
  • Firstpage
    1717
  • Lastpage
    1717
  • 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"
  • Publisher
    ieee
  • Conference_Titel
    Bioinformatics and Biomedicine (BIBM), 2015 IEEE International Conference on
  • Type

    conf

  • DOI
    10.1109/BIBM.2015.7359936
  • Filename
    7359936
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3714631