Artificial intelligence and machine learning

OBJECT-LEVEL ACCESS TO SVG SCENE OBJECTS: A BENCHMARK AND A RASTER-BASED METHOD FOR EXTRACTING VECTOR OBJECTS FROM A TEXTUAL QUERY

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Research article

Тимофеенко Б. А.0009-0009-6281-7239
Ефимова В. А.
Жарский И. А.
Малашенко Б. Т.0009-0001-8553-8883

Timofeenko B. A.
Efimova V. A.
Zharskii I. A.
Malashenko B. T.

https://doi.org/10.60797/IRJ.2026.169.21

DOI:

https://doi.org/10.60797/IRJ.2026.169.21

EDN:

WGLDRS

Suggested:

31.05.2026

Accepted:

23.06.2026

Published:

17.07.2026

Issue: № 7 (169), 2026

Rightholder: authors. License: Attribution 4.0 International (CC BY 4.0)

Optimising the context of large language models in agent-based systems: from static prompt engineering to dynamic context engineering

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Research article

Лабинцев А. И.0000-0002-5167-2689
Мыратгелдиев Ашыр0009-0008-3688-5679

Labincev A. I.
Myratgeldiyev A.

https://doi.org/10.60797/IRJ.2026.168.70

DOI:

https://doi.org/10.60797/IRJ.2026.168.70

EDN:

ZUEYPW

Suggested:

21.04.2026

Accepted:

22.05.2026

Published:

17.06.2026

Issue: № 6 (168), 2026

Rightholder: authors. License: Attribution 4.0 International (CC BY 4.0)

195

Regularisation and inductive bias of self-attention mechanisms in hybrid neural networks for computer vision classification using a Tsallis entropy-based penalty

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Research article

Бабушкин А. С.0009-0006-2182-633X

Babushkin A. S.

https://doi.org/10.60797/IRJ.2026.169.3

DOI:

https://doi.org/10.60797/IRJ.2026.169.3

EDN:

INTZSF

Suggested:

10.02.2026

Accepted:

06.07.2026

Published:

17.07.2026

Issue: № 7 (169), 2026

Rightholder: authors. License: Attribution 4.0 International (CC BY 4.0)

Corpus analysis of factors influencing the tone of the word "patriotism"

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Research article

Шарнин М. М.0000-0003-0450-5156

Sharnin M. M.

https://doi.org/10.60797/IRJ.2025.162.15

DOI:

https://doi.org/10.60797/IRJ.2025.162.15

EDN:

GDJBAA

Suggested:

06.11.2025

Accepted:

10.12.2025

Published:

17.12.2025

Issue: № 12 (162), 2025

Rightholder: authors. License: Attribution 4.0 International (CC BY 4.0)

559

EXTRACTION OF FORMANTS AND OTHER CHARACTERISTICS AND CLASSIFICATION OF VOICE HEALTH STATUS BY MACHINE LEARNING METHODS

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Research article

Саламатов К. А.
Смирнов А. А.0000-0002-7312-7219

Salamatov K. A.
Smirnov A. A.

https://doi.org/10.60797/IRJ.2025.160s.1

DOI:

https://doi.org/10.60797/IRJ.2025.160s.1

EDN:

IIKUIN

Suggested:

01.07.2025

Accepted:

02.07.2025

Published:

24.10.2025

Issue: № 10 (160) S, 2025

Rightholder: authors. License: Attribution 4.0 International (CC BY 4.0)

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