Computing, Telecommunications and Control
Computing, Telecommunications and Control Peter the Great St. Petersburg Polytechnic University
Since 2008
ISSN 2687-0517
en Английский
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Author Konstantinov Andrei V.
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Publication schedule
  • №3 September 2025
  • №4 December 2025
Latest issues
Konstantinov Andrei V.
  • 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
  • 28
  • 4818
  • 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
  • 51
  • 3226
  • 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
  • 27
  • 1949
  • 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
  • 15
  • 1774
  • 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
  • 16
  • 1384
  • Pages: 7-22