Publication schedule
-
№1 March 2026Submission deadline: 27 February 2026
-
№2 June 2026Submission deadline: 29 May 2026
-
№3 September 2026Submission deadline: 31 August 2026
Articles by keywords "machine learning"
Concept-Based Learning in Heterogeneous Treatment Effect
- Year: 2025
- Volume: 18
- Issue: 4
- 5
- 316
- Pages: 7-19
Application of neural networks for detecting defects and damage in metal structures
- Year: 2025
- Volume: 18
- Issue: 3
- 18
- 941
- 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
- 6
- 914
- 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
- 26
- 4080
- Pages: 103-113
Predictive models and dynamics of estimates of applied tasks characteristics using machine learning methods
- Year: 2024
- Volume: 17
- Issue: 3
- 16
- 3926
- Pages: 54-60
Supercomputer resources management using machine learning methods under constraints
- Year: 2024
- Volume: 17
- Issue: 3
- 17
- 4026
- 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
- 32
- 4329
- Pages: 22-31
Exo-intelligent hybrid supercomputer platforms for shared-use centers
- Year: 2024
- Volume: 17
- Issue: 3
- 25
- 4158
- 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
- 28
- 2916
- Pages: 62-70
The study of the vision transformer architecture by explainability methods
- Year: 2024
- Volume: 17
- Issue: 1
- 27
- 3356
- 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
- 3573
- Pages: 60-69
Analysis of personality traits based on the disc model using machine learning methods
- Year: 2023
- Volume: 16
- Issue: 3
- 13
- 3914
- Pages: 54-63
Flexible deep forest classifier with multi-head attention
- Year: 2023
- Volume: 16
- Issue: 2
- 54
- 4546
- Pages: 7-16
Implementation of machine learning algorithms for Parkinsonian gait data
- Year: 2023
- Volume: 16
- Issue: 1
- 21
- 4362
- Pages: 69-78
One-dimensional convolutional layers in a neural network for wind speed time series analysis
- Year: 2022
- Volume: 15
- Issue: 4
- 33
- 4859
- Pages: 98-107
Token-wise approach to span-based question answering
- Year: 2022
- Volume: 15
- Issue: 4
- 19
- 4643
- Pages: 64-72
Inf-Seg: Automatic segmentation and quantification method for CT-based COVID-19 diagnosis
- Year: 2022
- Volume: 15
- Issue: 3
- 35
- 4735
- Pages: 7-21
Hierarchical Pareto optimality approach for intelligent control system in oil manufacturing
- Year: 2021
- Volume: 14
- Issue: 4
- 26
- 6292
- Pages: 61-66
Dynamic energy consumption rationing based on machine learning algorithms for oil refining tasks
- Year: 2021
- Volume: 14
- Issue: 3
- 27
- 6464
- Pages: 20-32
Automatic generation of software bug fixes based on analysis of software repositories
- Year: 2020
- Volume: 13
- Issue: 2
- 30
- 7649
- Pages: 35-48
A survey of the approaches to storage systems fault detection
- Year: 2019
- Volume: 12
- Issue: 4
- 36
- 8208
- 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
- 30
- 8983
- Pages: 7-24
Reconstruction of medium reflectivity coefficients based on seismic data through machine learning
- Year: 2018
- Volume: 11
- Issue: 1
- 55
- 9550
- Pages: 18-27
Intelligent Processing Algorithm of Ultrasound Images in Biomedicine
- Year: 2014
- Issue: 1
- 589
- 9668
- Pages: 17-22