A Novel Classification Approach through Integration of Rough Sets and Back-Propagation Neural Network

Classification is an important theme in data mining. Rough sets and neural networks are the most common techniques applied in data mining problems. In order to extract useful knowledge and classify ambiguous patterns effectively, this paper presented a hybrid algorithm based on the integration of ro...

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Bibliographic Details
Main Authors: Lei Si, Xin-hua Liu, Chao Tan, Zhong-bin Wang
Format: Article
Language:English
Published: Hindawi Limited 2014-01-01
Series:Journal of Applied Mathematics
Online Access:http://dx.doi.org/10.1155/2014/797432