The Modified DNA Identification Classification on Fuzzy Relation

Abstract:

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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%.

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Periodical:

Edited by:

Zhixiang Hou

Pages:

1275-1281

DOI:

10.4028/www.scientific.net/AMM.48-49.1275

Citation:

Y. J. Hu et al., "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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$35.00

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