Open AccessINTEGRATION OF ARTIFICIAL NEURAL NETWORKS FOR IDENTIFICATION OF COMPUTER SYSTEMS STATES
Author(s) -
Oksana Pomorova
Publication year - 2014
Publication title -
computing
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.184
H-Index - 11
eISSN - 2312-5381
pISSN - 1727-6209
DOI - 10.47839/ijc.5.2.394
Subject(s) - intellectualization , artificial neural network , computer science , identification (biology) , artificial intelligence , process (computing) , machine learning , data mining , psychology , botany , psychotherapist , biology , operating system
The main principles of methodology of intellectualization computer systems diagnosing process are presented in paper.Offered the information model, method and means of computer systems states clusterization provide an opportunity of diagnosing on the basis of the incomplete diagnostic information. For identification of computer systems states are used the union of neural nets experts which are constructed with use of artificial neural networks architecture ART2 and SOM.