Title :
The application of data processing based on variable precision rough set neural network in complex system
Abstract :
Data processing in the complex system generally the data is complicated and the data processing outcome is strictly. In order to deal with these problems researched the algorithm of variable precision rough set integrating neural network. It has powerful functions in data mining, data reducing and data classifying aspects. It is proofed by an example that this algorithm can process large and imprecise data in the complex system stably and rapidly and can mine the concealment knowledge in the large uncertainty data.
Keywords :
data mining; neural nets; pattern classification; rough set theory; complex system; data classification; data mining; data processing; data reducing; knowledge concealment; neural network; rough set theory; Computers; Educational institutions; attribute reduction; neural network; rough set; variable precision;
Conference_Titel :
Computer, Mechatronics, Control and Electronic Engineering (CMCE), 2010 International Conference on
Conference_Location :
Changchun
Print_ISBN :
978-1-4244-7957-3
DOI :
10.1109/CMCE.2010.5610164
