Title :
The Research of Precipitation Rating Classification Based on the Neural Network
Author :
Wang Zhenzhen ; Bao YouWen
Author_Institution :
Coll. of Inf., Beijing Union Univ., Beijing, China
Abstract :
Artificial neural network is an important research direction in data mining. It is used to solve classification and regression problems, and can find out the nonlinear relation between the input attribute and the output attribute, especially the smooth and continuous nonlinear relations. Use the Microsoft neural network to find out how the meteorological factors influence the precipitation, and to provide the decision support to the weather forecast.
Keywords :
atmospheric precipitation; data mining; geophysics computing; meteorology; neural nets; regression analysis; weather forecasting; artificial neural network; continuous nonlinear relations; data mining; meteorological factors; precipitation rating classification; regression problems; Artificial neural networks; Biological neural networks; Data mining; Mathematical model; Neurons; Weather forecasting;
Conference_Titel :
E-Product E-Service and E-Entertainment (ICEEE), 2010 International Conference on
Conference_Location :
Henan
Print_ISBN :
978-1-4244-7159-1
DOI :
10.1109/ICEEE.2010.5661542