Computing, Telecommunications and Control
    Computing, Telecommunications and ControlPeter the Great St. Petersburg Polytechnic University
    Since 2008
    ISSN 2687-0517
    enАнглийский
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    Publication schedule
    • №2 June 2026
      Submission deadline: 29 May 2026
    • №3 September 2026
      Submission deadline: 31 August 2026
    • №4 December 2026

    Articles by keywords "machine learning"

    Monitoring and diagnostics of electromechanical systems based on machine learning

    System Analysis and Control
    Kozhubaev Yu.N.
    • Year: 2026
    • Volume: 19
    • Issue: 1
    • 7
    • 483
    • Pages: 103-115

    Enhancing Boundary Stability in Decision Trees and Random Forests: A Weighted Sample Duplication Approach

    Intelligent Systems and Technologies, Artificial Intelligence
    Konstantinov A.V.Elizarova A.P.Utkin L.V.
    • Year: 2026
    • Volume: 19
    • Issue: 1
    • 13
    • 500
    • Pages: 16-25

    Concept-Based Learning in Heterogeneous Treatment Effect

    Intelligent Systems and Technologies, Artificial Intelligence
    Utkin L.V.Konstantinov A.V.Verbova N.M.
    • Year: 2025
    • Volume: 18
    • Issue: 4
    • 15
    • 963
    • Pages: 7-19

    Application of neural networks for detecting defects and damage in metal structures

    Intelligent Systems and Technologies, Artificial Intelligence
    Agamirov V.L.Agamirov L.V.Nosikov M.A.Toutova N.V.Khaush А.
    • Year: 2025
    • Volume: 18
    • Issue: 3
    • 27
    • 1563
    • Pages: 9-22

    A software system for surrogate-based prototyping of gas turbine blades using serverless containers in the cloud

    Software and Hardware of Computer, Network, Telecommunication, Control, and Measurement Systems
    Zhemelev G.A.Drobintsev P.D.
    • Year: 2025
    • Volume: 18
    • Issue: 2
    • 16
    • 1481
    • Pages: 120-136

    Development of an OCT data classification model for determining the presence and type of ophthalmic diseases

    Applied problem solving with machine learning
    Aksenova L.E.Aksenov K.D.Prysyazhnyuk A.V.Myasnikova V.V.Krasov A.V.
    • Year: 2024
    • Volume: 17
    • Issue: 3
    • 27
    • 4636
    • Pages: 103-113

    Predictive models and dynamics of estimates of applied tasks characteristics using machine learning methods

    Applied problem solving with machine learning
    Konstantinov A.V.
    • Year: 2024
    • Volume: 17
    • Issue: 3
    • 16
    • 4510
    • Pages: 54-60

    Supercomputer resources management using machine learning methods under constraints

    Applied problem solving with machine learning
    Muliukha Vladimir A.Vostrov A.V.Motorin D.E.Glazunov V.V.
    • Year: 2024
    • Volume: 17
    • Issue: 3
    • 18
    • 4684
    • Pages: 32-41

    Interpretation methods for machine learning models in the framework of survival analysis with censored data: a brief overview

    Applied problem solving with machine learning
    Utkin L.V.Konstantinov A.V.Eremenko D.Y.Zaborovsky V.S.Muliukha Vladimir A.
    • Year: 2024
    • Volume: 17
    • Issue: 3
    • 33
    • 5054
    • Pages: 22-31

    Exo-intelligent hybrid supercomputer platforms for shared-use centers

    Applied problem solving with machine learning
    Zaborovsky V.S.Utkin L.V.Muliukha Vladimir A.
    • Year: 2024
    • Volume: 17
    • Issue: 3
    • 25
    • 4803
    • Pages: 9-21

    Comparison and selection of radiomic and deep convolutional features for improving the accuracy of CT-image texture classification

    Intelligent Systems and Technologies, Artificial Intelligence
    Shariaty F.Pavlov V.A.Surakov M.U.
    • Year: 2024
    • Volume: 17
    • Issue: 2
    • 28
    • 3472
    • Pages: 62-70

    The study of the vision transformer architecture by explainability methods

    Information Technologies
    Utkin I.A.Shkuropatsky V.V.Pronikov A.N.Rakov E.S.
    • Year: 2024
    • Volume: 17
    • Issue: 1
    • 28
    • 3907
    • Pages: 54-64

    Integrating quantitative and convolutional features to enhance the efficiency of pathology classification in CT imaging

    Intelligent Systems and Technologies, Artificial Intelligence
    Shariaty F.Caiqin H.Pavlov V.A.Duan L.Zavialov S.V.Pervunina T.M.Ying Wu
    • Year: 2023
    • Volume: 16
    • Issue: 4
    • 18
    • 4179
    • Pages: 60-69

    Analysis of personality traits based on the disc model using machine learning methods

    Intelligent Systems and Technologies, Artificial Intelligence
    Mbele Ossiyi L.P. Drobintsev P.D.
    • Year: 2023
    • Volume: 16
    • Issue: 3
    • 13
    • 4498
    • Pages: 54-63

    Flexible deep forest classifier with multi-head attention

    Intelligent Systems and Technologies, Artificial Intelligence
    Konstantinov A.V.Utkin L.V.Kirpichenko S.R.
    • Year: 2023
    • Volume: 16
    • Issue: 2
    • 56
    • 5200
    • Pages: 7-16

    Implementation of machine learning algorithms for Parkinsonian gait data

    Intelligent Systems and Technologies, Artificial Intelligence
    Unal O.Potekhin V.V.
    • Year: 2023
    • Volume: 16
    • Issue: 1
    • 26
    • 4945
    • Pages: 69-78

    One-dimensional convolutional layers in a neural network for wind speed time series analysis

    The Seventh Conference on Software Engineering and Information Management (SEIM-2022)
    Kobzarenko D.N. Mustafaev A.G. Gasanova Z.A.Magomedova D.S.
    • Year: 2022
    • Volume: 15
    • Issue: 4
    • 37
    • 5470
    • Pages: 98-107

    Fixing 1-bit Adam and 1-bit LAMB algorithms

    The Seventh Conference on Software Engineering and Information Management (SEIM-2022)
    Tarasov D.A.Ershov V.A.
    • Year: 2022
    • Volume: 15
    • Issue: 4
    • 7
    • 5277
    • Pages: 86-97

    Token-wise approach to span-based question answering

    The Seventh Conference on Software Engineering and Information Management (SEIM-2022)
    Pismenny A.A. Sokolov E.A.
    • Year: 2022
    • Volume: 15
    • Issue: 4
    • 19
    • 5195
    • Pages: 64-72

    Inf-Seg: Automatic segmentation and quantification method for CT-based COVID-19 diagnosis

    Infocommunication Technologies
    Shariaty F.Zavialov S.V.Pavlov V.A.Pervunina T.M.Orooji M.
    • Year: 2022
    • Volume: 15
    • Issue: 3
    • 36
    • 5315
    • Pages: 7-21

    Hierarchical Pareto optimality approach for intelligent control system in oil manufacturing

    Intelligent Systems and Technologies, Artificial Intelligence
    Hanafi M. YassineShkodyrev V. P.
    • Year: 2021
    • Volume: 14
    • Issue: 4
    • 29
    • 6912
    • Pages: 61-66

    Dynamic energy consumption rationing based on machine learning algorithms for oil refining tasks

    Intelligent Systems and Technologies, Artificial Intelligence
    Kudriashov N.S.
    • Year: 2021
    • Volume: 14
    • Issue: 3
    • 29
    • 7102
    • Pages: 20-32

    Automatic generation of software bug fixes based on analysis of software repositories

    Software of Computer, Telecommunications and Control Systems
    Belskii A.Itsykson V.M.
    • Year: 2020
    • Volume: 13
    • Issue: 2
    • 30
    • 8273
    • Pages: 35-48

    A survey of the approaches to storage systems fault detection

    System Analysis and Control
    Uspensky M.B.
    • Year: 2019
    • Volume: 12
    • Issue: 4
    • 37
    • 8733
    • Pages: 145-158

    Road pavement assessment of the North-West Federal District using sentiment analysis of the Internet user reviews

    Information Technologies
    Seliverstov Ya. A.Nikitin K.V.Shatalova N.V.Kiselev A.A.
    • Year: 2019
    • Volume: 12
    • Issue: 3
    • 31
    • 9574
    • Pages: 7-24

    Reconstruction of medium reflectivity coefficients based on seismic data through machine learning

    Circuits and Systems for Receiving, Transmitting and Signal Processing
    Krasnov Fedor V.Butorin A.V.Mikheyenkov A.V.
    • Year: 2018
    • Volume: 11
    • Issue: 1
    • 55
    • 10100
    • Pages: 18-27

    Methods for efficient processing and mining of big data

    Mathematical Modelling: Methods, algorithms, technologies
    Kadyrova N.O.Pavlova L.V.
    • Year: 2012
    • Issue: 6
    • 1
    • 8905
    • Pages: 118-124

    Intelligent Processing Algorithm of Ultrasound Images in Biomedicine

    Information and Signal Processing
    Fedorov A.V.Potekhin V.V.
    • Year: 2014
    • Issue: 1
    • 589
    • 10176
    • Pages: 17-22