Name
Chastikov Arkadiy Petrovich
Scholastic degree
•
Academic rank
professor
Honorary rank
—
Organization, job position
Kuban State Technological University
Web site url
—
—
Articles count: 6
The article deals with a set of basic patterns of technical analysis and reviews their recognition techniques using neural network methods. The existing approaches to the problem have been set. The reasons of relevance of the described technique have been
shown
The article is an example of a device that based on fuzzy logic, capable determine the health of the technological system on indirect physical parameters
This article discloses the use of hybrid neural / expertnetwork
systems to the problem of finding the
significant events of these studies market behavior.
The neural network is trained by back propagation, and
is used to highlight trends over time. The expert
system is used to determine the degree of significance
of data
Recent research shows that patterns of stock market
indices may contain useful information for the
prediction of the stock market price. Currently, there
are two basic pattern recognition algorithm: Match the
rule and pattern matching. However, both algorithms
require the participation of experts in the subject area.
To solve these problems, the proposed approach is the
recognition of patterns stock exchange indexes based
on artificial neural networks. The experiment shows
that the neural network is able to effectively study the
characteristics of patterns and recognize them with
high accuracy
This article discloses the use of neural networks to
recognize patterns in control charts. To recognize
unnatural situation under control is possible by
analyzing the chart pattern. Neural networks with
reinforcements are the third generation of neural
networks. In this study they are available for
recognition in the management chart patterns. The
article also discusses options for improvement of the
learning algorithm in the form of additional rules for
the synoptic pauses, time constants and switching
threshold neurons
The article is an example of planning funds for the maintenance and repair of roads in the asphalt performance given their excessive wear during winter