Title :
Revision of the observed data based on neural networks
Author :
Wu, Yong ; Wang, Ouqun ; Xiangwei Liu ; Zhong, Jianmin
Author_Institution :
Coll. of Math. & Phys., Chongqing Inst. of Technol., China
Abstract :
It is a very important task for graduation of the observed data in composing the mortality table. Currently, there are different limitations influencing the methods of graduation. In this paper, the revision of data is completed by means of neural networks. This paper mainly uses a three -to -eight -to -one´s model of neural network for graduation of the observed data. As it is illustrated in the paper, the method is right, and can be generalized to the graduation of observed data of other schemes.
Keywords :
data analysis; insurance data processing; neural nets; graduation; life table; mortality table; neural networks; observed data; Biological neural networks; Biological system modeling; Brain modeling; Computer networks; Educational institutions; Feedforward neural networks; Feedforward systems; Multi-layer neural network; Neural networks; Neurons;
Conference_Titel :
Services Systems and Services Management, 2005. Proceedings of ICSSSM '05. 2005 International Conference on
Print_ISBN :
0-7803-8971-9
DOI :
10.1109/ICSSSM.2005.1500168
