Konstantinov Andrei Vladimirovich

Publications in Math-Net.Ru

1. A new computationally simple approach for implementing neural networks with output hard constraints
   
   Dokl. RAN. Math. Inf. Proc. Upr., 514:2 (2023),  80–90
2. Flexible deep forest classifier with multi-head attention
   
   Computing, Telecommunication and Control, 16:2 (2023),  7–16
3. Random survival forests incorporated by the Nadaraya-Watson regression
   
   Informatics and Automation, 21:5 (2022),  851–880
4. Deep gradient boosting for regression problems
   
   Computing, Telecommunication and Control, 14:3 (2021),  7–19


5. Predictive models and dynamics of estimates of applied tasks characteristics using machine learning methods
   
   Computing, Telecommunication and Control, 17:3 (2024),  54–60
6. Interpretation methods for machine learning models in the framework of survival analysis with censored data: a brief overview
   
   Computing, Telecommunication and Control, 17:3 (2024),  22–31