Building Ensemble Classifier Based on Complex Network for Predicting Protein Structural Class

Created by W.Langdon from gp-bibliography.bib Revision:1.3963

@InProceedings{wu2012,
  author =       "Peng Wu and Tao Xu and Likai Dong and Zhen Liu and 
                 Yuehui Chen",
  title =        "Building Ensemble Classifier Based on Complex Network
                 for Predicting Protein Structural Class",
  year =         "2012",
  month =        "12",
  volume =       "6",
  pages =        "824--830",
  booktitle =    "Information Technology for Manufacturing Systems III",
  series =       "Advanced Engineering Forum",
  publisher =    "Trans Tech Publications",
  keywords =     "genetic algorithms, genetic programming, complex
                 network, protein structural class, ensemble
                 classifier",
  annote =       "The Pennsylvania State University CiteSeerX Archives",
  bibsource =    "OAI-PMH server at citeseerx.ist.psu.edu",
  language =     "en",
  oai =          "oai:CiteSeerX.psu:10.1.1.1000.894",
  URL =          "http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.1000.894",
  URL =          "http://www.scientific.net/AEF.6-7.824.pdf",
  DOI =          "doi:10.4028/www.scientific.net/AEF.6-7.824",
  abstract =     "In recent years, complex network models were developed
                 to solve classification and time series prediction
                 problems. In this paper, ensemble classifier based on
                 complex network (mainly scale-free network) is firstly
                 used to predict protein structural class. For the
                 classifier design, genetic programming and particle
                 swarm optimization algorithm are used alternately to
                 evolve the structure and encoding parameters. The
                 experimental results validate the good performance of
                 the proposed method.",
}

Genetic Programming entries for Peng Wu Tao Xu Likai Dong Zhen Liu Yuehui Chen

Citations