Software solution of segmentation problem based on intelligent technologies

Authors

  • Aysylu Vazirovna Yakupova Regionalnyy centr IBS v Ufe
  • Olga Nikolaevna Smetanina UGATU
  • Ekaterina Yurevna Sazonova (Rassadnikova) UGATU

Keywords:

segmentation task; intelligent technologies; machine learning methods; data structuring; hybrid data collection method

Abstract

In this article the issues of solving the segmentation problem objects are discussed, taking into account the significant characteristics, which, on the one hand, allows you to narrow the search for solutions, on the other hand, when analyzing data and interpreting the results of analysis, including segmentation to formalize recommendations. The formulation of the segmentation problem and the solution structure are given, as well as the choice of methods for performing segmentation and the development of algorithms. Particular attention is paid to the problem of data collection and their structuring for solving the problem, the rationale for using a hybrid method for collecting and the choice of technologies for the implementation of data collection. The authors propose to develop the software solution on the basis of formalized recommendations.

Published

2021-12-10

Issue

Section

INFORMATICS, COMPUTER ENGINEERING AND MANAGEMENT