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 Andrei V. Konstantinov
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Publication schedule
  • №3 September 2025
  • №4 December 2025
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
  • 28
  • 4916
  • 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
  • 3347
  • 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
  • 2375
  • 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
  • 2192
  • 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
  • 1827
  • Pages: 7-22