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

Created by W.Langdon from gp-bibliography.bib Revision:1.8129

@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