论文信息 - Assessment of Environmental Effect of Chinese Foreign Trade Based on Rough Sets and SOM Nerve Network

Assessment of Environmental Effect of Chinese Foreign Trade Based on Rough Sets and SOM Nerve Network

a hybrid intelligent system is applied to assess the environment effect of Chinese foreign trade, combining Rough Set approach (RS) and self organizing map (SOM). We can get reduced information table with no information loss by Rough Set approach. And then, this reduced information is used to develop classification rules and train SOM. The effectiveness of our methodology was verified by experiments data of Chinese product in 2006.

Xu Zhao | Zhao Jinana | Wu Zhuozheng

[1] Zdzislaw Pawlak,et al. Rough sets and intelligent data analysis , 2002, Inf. Sci..

[2] Byeong Seok Ahn,et al. The integrated methodology of rough set theory and artificial neural network for business failure prediction , 2000 .

[3] K. Benabdeslem,et al. Feature Selection for Self-Organizing Map , 2007, 2007 29th International Conference on Information Technology Interfaces.