Publication schedule
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№4 December 2025
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№1 March 2026Submission deadline: 27 February 2026
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№2 June 2026Submission deadline: 29 May 2026
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№3 September 2026Submission deadline: 31 August 2026
Articles by keywords "machine learning"
Application of neural networks for detecting defects and damage in metal structures
- Year: 2025
- Volume: 18
- Issue: 3
- 8
- 339
- Pages: 9-22
A software system for surrogate-based prototyping of gas turbine blades using serverless containers in the cloud
- Year: 2025
- Volume: 18
- Issue: 2
- 4
- 365
- Pages: 120-136
Development of an OCT data classification model for determining the presence and type of ophthalmic diseases
- Year: 2024
- Volume: 17
- Issue: 3
- 23
- 3462
- Pages: 103-113
Predictive models and dynamics of estimates of applied tasks characteristics using machine learning methods
- Year: 2024
- Volume: 17
- Issue: 3
- 15
- 3340
- Pages: 54-60
Supercomputer resources management using machine learning methods under constraints
- Year: 2024
- Volume: 17
- Issue: 3
- 15
- 3394
- Pages: 32-41
Interpretation methods for machine learning models in the framework of survival analysis with censored data: a brief overview
- Year: 2024
- Volume: 17
- Issue: 3
- 29
- 3573
- Pages: 22-31
Exo-intelligent hybrid supercomputer platforms for shared-use centers
- Year: 2024
- Volume: 17
- Issue: 3
- 25
- 3470
- Pages: 9-21
Comparison and selection of radiomic and deep convolutional features for improving the accuracy of CT-image texture classification
- Year: 2024
- Volume: 17
- Issue: 2
- 27
- 2354
- Pages: 62-70
The study of the vision transformer architecture by explainability methods
- Year: 2024
- Volume: 17
- Issue: 1
- 25
- 2724
- Pages: 54-64
Integrating quantitative and convolutional features to enhance the efficiency of pathology classification in CT imaging
- Year: 2023
- Volume: 16
- Issue: 4
- 17
- 3033
- Pages: 60-69
Analysis of personality traits based on the disc model using machine learning methods
- Year: 2023
- Volume: 16
- Issue: 3
- 13
- 3258
- Pages: 54-63
Flexible deep forest classifier with multi-head attention
- Year: 2023
- Volume: 16
- Issue: 2
- 52
- 3926
- Pages: 7-16
Implementation of machine learning algorithms for Parkinsonian gait data
- Year: 2023
- Volume: 16
- Issue: 1
- 19
- 3779
- Pages: 69-78
One-dimensional convolutional layers in a neural network for wind speed time series analysis
- Year: 2022
- Volume: 15
- Issue: 4
- 29
- 4262
- Pages: 98-107
Token-wise approach to span-based question answering
- Year: 2022
- Volume: 15
- Issue: 4
- 19
- 4073
- Pages: 64-72
Inf-Seg: Automatic segmentation and quantification method for CT-based COVID-19 diagnosis
- Year: 2022
- Volume: 15
- Issue: 3
- 33
- 4128
- Pages: 7-21
Hierarchical Pareto optimality approach for intelligent control system in oil manufacturing
- Year: 2021
- Volume: 14
- Issue: 4
- 26
- 5587
- Pages: 61-66
Dynamic energy consumption rationing based on machine learning algorithms for oil refining tasks
- Year: 2021
- Volume: 14
- Issue: 3
- 27
- 5826
- Pages: 20-32
Automatic generation of software bug fixes based on analysis of software repositories
- Year: 2020
- Volume: 13
- Issue: 2
- 30
- 6962
- Pages: 35-48
A survey of the approaches to storage systems fault detection
- Year: 2019
- Volume: 12
- Issue: 4
- 36
- 7665
- Pages: 145-158
Road pavement assessment of the North-West Federal District using sentiment analysis of the Internet user reviews
- Year: 2019
- Volume: 12
- Issue: 3
- 29
- 8372
- Pages: 7-24
Reconstruction of medium reflectivity coefficients based on seismic data through machine learning
- Year: 2018
- Volume: 11
- Issue: 1
- 55
- 8968
- Pages: 18-27
Intelligent Processing Algorithm of Ultrasound Images in Biomedicine
- Year: 2014
- Issue: 1
- 589
- 9167
- Pages: 17-22