Publication schedule
- №3 September 2026Submission deadline: 31 July 2026
- №4 December 2026
- №1 March 2027
- №2 June 2027
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
- 5377
- 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
- 5241
- Pages: 22-31
Predictive models and dynamics of estimates of applied tasks characteristics using machine learning methods
- Year: 2024
- Volume: 17
- Issue: 3
- 16
- 4669
- Pages: 54-60
Improved anomaly detection by using the attention-based isolation forest with trainable scoring function
- Year: 2025
- Volume: 18
- Issue: 1
- 28
- 4779
- Pages: 7-22
Concept-Based Learning in Heterogeneous Treatment Effect
- Year: 2025
- Volume: 18
- Issue: 4
- 15
- 1139
- Pages: 7-19
Enhancing Boundary Stability in Decision Trees and Random Forests: A Weighted Sample Duplication Approach
- Year: 2026
- Volume: 19
- Issue: 1
- 18
- 684
- Pages: 16-25
Survival analysis using Mahalanobis distance in Kernels of the Beran estimator
- Year: 2026
- Volume: 19
- Issue: 2
- 1
- 34
- Pages: 31-43