Computing, Telecommunications and Control
    Computing, Telecommunications and ControlPeter the Great St. Petersburg Polytechnic University
    Since 2008
    ISSN 2687-0517
    enАнглийский
    Version for the visually impaired
    AuthorAndrei V. Konstantinov
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    Publication schedule
    • №3 September 2026
      Submission deadline: 31 August 2026
    • №4 December 2026
    Latest issues
    Andrei V. Konstantinov
    Andrei V. Konstantinov
    Affiliation
    Peter the Great St. Petersburg Polytechnic University
    St. Petersburg, Russian Federation

    Deep gradient boosting for regression problems

    Intelligent Systems and Technologies, Artificial Intelligence
    Konstantinov A.V.
    • Year: 2021
    • Volume: 14
    • Issue: 3
    • 33
    • 6674
    • Pages: 7-19

    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
    • 5236
    • Pages: 7-16

    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
    • 5101
    • Pages: 22-31

    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
    • 4550
    • Pages: 54-60

    Improved anomaly detection by using the attention-based isolation forest with trainable scoring function

    Intelligent Systems and Technologies, Artificial Intelligence
    Ageev A.Yu.Utkin L.V.Konstantinov A.V.
    • Year: 2025
    • Volume: 18
    • Issue: 1
    • 28
    • 4636
    • Pages: 7-22

    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
    • 1004
    • Pages: 7-19

    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
    • 14
    • 536
    • Pages: 16-25