Publication schedule
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№2 June 2026Submission deadline: 29 May 2026
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№3 September 2026Submission deadline: 31 August 2026
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№4 December 2026
Latest issues
- 2026, Volume 19 Issue 1 Full text
- 2025, Volume 18 Issue 4 Full text
- 2025, Volume 18 Issue 3 Full text
- 2025, Volume 18 Issue 2 Full text
Andrei V. Konstantinov
Affiliation
Peter the Great St. Petersburg Polytechnic University
St. Petersburg, Russian Federation
Flexible deep forest classifier with multi-head attention
- Year: 2023
- Volume: 16
- Issue: 2
- 55
- 4921
- Pages: 7-16
Interpretation methods for machine learning models in the framework of survival analysis with censored data: a brief overview
- Year: 2024
- Volume: 17
- Issue: 3
- 33
- 4760
- Pages: 22-31
Predictive models and dynamics of estimates of applied tasks characteristics using machine learning methods
- Year: 2024
- Volume: 17
- Issue: 3
- 16
- 4266
- Pages: 54-60
Improved anomaly detection by using the attention-based isolation forest with trainable scoring function
- Year: 2025
- Volume: 18
- Issue: 1
- 27
- 4306
- Pages: 7-22
Concept-Based Learning in Heterogeneous Treatment Effect
- Year: 2025
- Volume: 18
- Issue: 4
- 12
- 699
- Pages: 7-19
Enhancing Boundary Stability in Decision Trees and Random Forests: A Weighted Sample Duplication Approach
- Year: 2026
- Volume: 19
- Issue: 1
- 8
- 271
- Pages: 16-25