Marina Vyacheslavovna Polyakova

 

Marina Vyacheslavovna Polyakova

 

Academic title –Dr. Sci. (Eng)
Odessа Polytechnic National University
1, Shevchenko av. Odessa, 65044, Ukraine

 

Link to the personal official page on the website of the higher educational institution: Polyakova Marina | Odessa National Polytechnic University
(opu.ua)

 

Position: Professor of the Department of Applied Mathematics and Information Technologies

 

E-mail: marina_polyakova@rambler.ru

 

 

Professional (scientific) interests according to the topics and headings of the journal: Digital Image Processing, Neural Networks, Pattern Recognition,
Time Series Analysis And Forecasting, Wavelet Analysis, Decision-Making Methods

 

Рersonal profiles and identifiers:

Scopus Author ID: https://www.scopus.com/authid/detail.uri?authorId=57017879200
Web of Science:
ResearchGate: 
Google Scholar: https://scholar.google.com.ua/citations?user=O0PIhUQAAAAJ&hl=ru
ID ORCID: http://orcid.org/0000-0001-7229-7657
DBLP: 

 

List of articles by the author:

 

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Vol.7 № 1 2024

69–80

Xception transfer learning with early stopping for facial age estimation
  • Marina V. Polyakova
  • VladyslavV. Rogachko
  • Oleksandr H. Nesteriuk
  • Natalia A. Huliaieva

Vol. 5 № 1 2022

55-63

Data normalization methods to improve the quality of classification in the breast cancer diagnostic system
  • Marina V. Polyakova
  • Krylov M. Viktor

Vol. 4 № 1 2021

57-70

Improvement of the color text image binarization method using the minimum-distance classifier
  • Marina V. Polyakova
  • Alexandr G. Nesteryuk

Vol. 2 № 3 2019

206-215

The technique of extraction text areas on scanned document image using linear filtration
  • Alesya V. Ishchenko
  • Marina V. Polyakova
  • Alexandr G. Nesteryuk