ON THE QUESTION OF THE CONSTRUCTION OF COGNITIVE MAPS FOR DATA MINING
Journal Title: Вестник КРАУНЦ. Физико-математические науки - Year 2016, Vol 4, Issue
Abstract
A method of constructing an optimal cognitive maps consists in optimizing the input data and the dimension data structure of a cognitive map. Pro-optimization problem occurs when large amounts of input data. Optimization of time-dimension data is clustering the input data and as a method of polarization-clusters using hierarchical agglomerative method. Cluster analysis allows to divide the data set into a finite number of homogeneous groups. Optimization of the structurery cognitive map is automatically tuning the balance of influence on each other concepts of machine learning methods, particularly the method of training the neural network.
Authors and Affiliations
Ruslan Zhilov
Keywords
Related Articles
- EP ID EP487795
- DOI 10.18454/2079-6641-2016-16-4-1-101-106
- Views 115
- Downloads 0
ANALYSIS OF SPACE WEATHER EVENTS IN 2014 ACCORDING TO THE OBSERVATIONS IN THE NORTH-EASTERN REGION OF RUSSIA
In this paper we consider geophysical effects of solar events of 2014 according to the observation system of north-eastern Russia. We allocated effects of excitation of waves in atmospheric electricity of near-ground air...
MODELING OF STRESS FIELD AND DILATANCYS ZONES IN ELASTIC HALFSPACE OF DOUBLE FORCE
A model of the dilatancy’s zones in the stress field of the double forces in a homogeneous, isotropic elastic half-space was considered. Calculations of the stress tensor components and the criterion of dilatancy were pe...
DYNAMICS OF IONOSPHERIC PARAMETERS BEFORE EARTHQUAKES ON 28.02.2013-01.03.2013 AND 19.05.2013-24.05.2013
In the present report the variations of ionospheric parameters and ionospheric turbulence before and during seismic events are studied applying complex radiophysical methods and using a theoretical probability approach,...
APPLICATION OF THE METHOD OF LINES FOR SOLVING ONE-DIMENSIONAL EQUATION OF PARABOLIC TYPE UNDER THE BOUBDARY CONDITIONS OF THE SECOND AND FIRS GENERA
In the article an algorithm for solving a one-dimensional inhomogeneous parabolic equation is described under boundary conditions of the second kind at the beginning and of the first kind at the end of the interval. By i...
THE REFINED MODEL OF THE MACROSEISMIC FIELD FOR THE KURILE-KAMCHATKA REGION EARTHQUAKES EQUATION DEFINITION. INTERPOLATION AND REGRESSION APPROACHES
In this work the interpolation and regression models of the macroseismic field classical type dependence are offered for the Kurile-Kamchatka region earthquakes. The given models essentially expand the region of the depe...