An integrated data mining approach based on PCA and SOM techniques to achieve organism classification

作者：Hsieh K L^*

来源：Journal of Scientific & Industrial Research, 2010, 69(4): 278-283.

• Codon usage
• Principle component analysis (PCA)
• Self-organizing feature map (SOM)

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.

• 出版日期2010-4