Paper Title:
The Modified DNA Identification Classification on Fuzzy Relation
  Abstract

We proposed a categorized method of DNA sequences matrix by FCM (fuzzy cluster means). FCM avoided the errors caused by the reduction of dimensions. It further reached comprehensive machine learning. In our experiment, there are 40 training data which are artificial samples, and we verify the proposed method with 182 natural DNA sequences. The result showed the proposed method enhanced the accuracy of the classification of genes from 76% to 93%.

  Info
Periodical
Edited by
Zhixiang Hou
Pages
1275-1281
DOI
10.4028/www.scientific.net/AMM.48-49.1275
Citation
Y. J. Hu, Y. H. Hu, J. B. Ke, "The Modified DNA Identification Classification on Fuzzy Relation", Applied Mechanics and Materials, Vols. 48-49, pp. 1275-1281, 2011
Online since
February 2011
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