Finding patterns in employee attrition rates using self-organizing Kohonen maps and decision trees

K Degtyareva, DA Ageev… - … Conference on Innovative …, 2023 - ieeexplore.ieee.org
This text presents a study of the causes of employee termination in organizations. Using
employee data such as age, gender, marital status, monthly income, education, and others …

Analyzing credit card defaulters: a comparative study using kohonen maps, neural networks, and decision trees

K Degtyareva, A Borodulin, V Kukartsev… - 2023 International …, 2023 - ieeexplore.ieee.org
The text discusses the credit card debt crisis faced by credit card issuers in Taiwan, which
has led to a decrease in consumer financial confidence and poses problems for both banks …

Creation of multi-link automatic parameter control systems at nuclear power plants

K Kravtsov, I Panfilov, E Filyushina… - … on Smart Grid …, 2024 - ieeexplore.ieee.org
The rapid development of nuclear power, the popularization of the use of radioactive
substances and sources of ionizing radiation in industry requires the creation of tools for the …

Analytical methods and tools for business process optimization

N Fedorova, I Panfilov, E Moiseeva… - BIO Web of …, 2024 - bio-conferences.org
This article is a study of the existing management structure and organizational structure of
the operation department at a trucking company. The purpose of the study was to identify the …

Change in the properties of rail steels during operation and reutilization of rails

K Yelemessov, D Baskanbayeva, NV Martyushev… - Metals, 2023 - mdpi.com
The paper considers the possibility of reusing previously used railway rails. The analysis is
conducted using the standards and operating conditions of the rails of one of the Central …

Manufacturing of 20XMFL Steel Bushing Casting

K Degtyareva, E Filushina… - 2024 23rd …, 2024 - ieeexplore.ieee.org
The authors of this work have developed the technology of manufacturing a casting made of
20HMFL steel with the help of simulation, and have also developed possible defects and …

Modeling of the casting process for casting" Flywheel" of cast iron SCH20

I Panfilov, D Tikhonenko, K Kravtsov… - … on Smart Grid …, 2024 - ieeexplore.ieee.org
This article discusses the principles of modeling the casting process for casting a part-a"
flywheel" made of cast iron SCH20. A detailed overview of the casting drawing is provided …

Increasing competitiveness of enterprises by optimizing business processes as a factor of sustainable development of industrial region

I Panfilov, N Fedorova, E Moiseeva… - E3S Web of …, 2024 - e3s-conferences.org
This paper presents the results of research of enterprise business processes using analysis
and optimization methods. The paper applies matrices of pairwise comparisons of tasks and …

Cost-effectiveness of development strategy implementation: Key metrics and analysis methods for successful enterprise management

N Fedorova, A Glinscaya, I Panfilov… - BIO Web of …, 2024 - bio-conferences.org
The article discusses key metrics and analysis methods for successful enterprise
management to conduct an evaluation of the effectiveness of implementing a new marketing …

Modernization of electronic document management and systems analysis processes using an automated platform

T Panfilova, V Tynchenko, O Kukartseva… - E3S web of …, 2024 - e3s-conferences.org
In modern organizations, the use of automated platforms play a key role in optimizing
electronic document management and systems analysis. This paper discusses effective …