商业银行监管的SOM神经网络的分类方法.pdf

2002 6 6 : 1000-6788( 2002) 06-0026-07 SOM 熊　熊, 张　维 ( , 300072) : . , . , , , . : ; ; ; : N945. 11; F 830. 33: A - Off sit e Comme cial Banking Regulat ion Based - Self o ganizing Featu e M ap Neu al N etw o ks XIONG Xiong , ZHANG W ei ( Institute of Systems Enginee ing , T ianj in U niv e sit y, T ianj in 300072, China) Abstract : Being the co e of the off-sit e com me cial banking egulatio n sy stem s, t he off -site banking eg ulation system play a key o le in the enti e banking eg ulation sys- tem . In this pape , we eg a d t he off -site eg ulation as a kind of patte n eco gnit ion, and w e p esent a new model based self-o g anizing featu e map neu al netw o ks. U sing this mo del, w e classified co mme cial bank f om the p actice data and made a co e- spo nding analysis of the esult . T he effectiv eness of the p oposed app oach is clea ly demonst at ed by t he ex pe iment esults. Key words: off-sit e eg ulation; classificatio n; neu al netw o ks; self-o g anizing fea- tu e ma p 1 , , , . , . . , , , , , . . . , . . : 2000-09-06 : ( ; ( 96- 170) : ( 1972- ) , , , ; , , 42, , , . 6 SO M 27 . . . 2 198 1 ( T . K o ho nen) ( Self-o g anizing Feat u e M a p, SOM ) . , , [ 1] , . , , . . , , .