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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Publication schedule
  • №1 March 2025
  • №2 June 2025
  • №3 September 2025
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Articles from section "Applied problem solving with machine learning"

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
  • 11
  • 395
  • Pages: 103-113

Development of the system of automatic generation of database model on the basis of the task text in natural language

Applied problem solving with machine learning
Lapin I.A. Sabinin O.Yu.
  • Year: 2024
  • Volume: 17
  • Issue: 3
  • 7
  • 388
  • Pages: 93-102

Non-invasive heart rate measurement system based on video stream analysis

Applied problem solving with machine learning
Antonenko M.S. Budanov D.O. Zaitceva A.Yu.
  • Year: 2024
  • Volume: 17
  • Issue: 3
  • 4
  • 388
  • Pages: 84-92

Model of a supercomputer cluster in the form of a queueing system with a random limit on the execution time of applied tasks

Applied problem solving with machine learning
Zayats O.I. Baksheev V.E. Zaborovsky V.S. Muliukha Vladimir A.
  • Year: 2024
  • Volume: 17
  • Issue: 3
  • 6
  • 394
  • Pages: 71-83

Reconstruction of attractors of super-computer user's activity and identification of critical deviations in their behavior

Applied problem solving with machine learning
Mezheneva I.O. Lukashin A.A. Chatoyan S.K.
  • Year: 2024
  • Volume: 17
  • Issue: 3
  • 9
  • 453
  • Pages: 61-70

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
  • 9
  • 404
  • Pages: 54-60

Count time series analysis of jobs scheduling in the hybrid supercomputer center

Applied problem solving with machine learning
Malov S.V. Lukashin A.A.
  • Year: 2024
  • Volume: 17
  • Issue: 3
  • 7
  • 398
  • Pages: 42-53

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
  • 8
  • 399
  • 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
  • 11
  • 424
  • 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
  • 12
  • 387
  • Pages: 9-21