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NISCAIR ONLINE PERIODICALS REPOSITORY (NOPR) >
NISCAIR PUBLICATIONS >
Research Journals >
Journal of Scientific and Industrial Research (JSIR) >
JSIR Vol.69 [2010] >
JSIR Vol.69(04) [April 2010] >
| Title: | An integrated data mining approach based on PCA and SOM techniques to achieve organism classification |
| Authors: | Hsieh, K-L |
| Keywords: | Codon usage
Principle component analysis (PCA)
Self-organizing feature map (SOM) |
| Issue Date: | Apr-2010 |
| Publisher: | CSIR |
| Abstract: | In this study, dimension reduction and clustering
techniques are incorporated in an integrated soft computing approach to achieve
classification of organism. It provides useful information about organisms
classification based on codon usage. Finally, a case study was conducted to
demonstrate rationality and feasibility of proposed approach. |
| Page(s): | 278-283 |
| ISSN: | 0975-1084 (Online); 0022-4456 (Print) |
| Source: | JSIR Vol.69(04) [April 2010]
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