Publication schedule
- №2 June 2026Submission deadline: 29 May 2026
- №3 September 2026Submission deadline: 31 August 2026
- №4 December 2026
Latest issues
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
- 56
- 5066
- 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
- 4903
- Pages: 22-31
Predictive models and dynamics of estimates of applied tasks characteristics using machine learning methods
- Year: 2024
- Volume: 17
- Issue: 3
- 16
- 4384
- Pages: 54-60
Improved anomaly detection by using the attention-based isolation forest with trainable scoring function
- Year: 2025
- Volume: 18
- Issue: 1
- 28
- 4451
- Pages: 7-22
Concept-Based Learning in Heterogeneous Treatment Effect
- Year: 2025
- Volume: 18
- Issue: 4
- 13
- 832
- Pages: 7-19
Enhancing Boundary Stability in Decision Trees and Random Forests: A Weighted Sample Duplication Approach
- Year: 2026
- Volume: 19
- Issue: 1
- 9
- 387
- Pages: 16-25