Utkin Lev 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. A review of methods for explaining and interpreting decisions of intelligent cancer diagnosis systems
   
   Artificial Intelligence and Decision Making, 2020, no. 4,  55–65
5. Robust algorithms of data classification obtained using set of weights by group of robots
   
   St. Petersburg Polytechnical University Journal. Computer Science. Telecommunication and Control Sys, 12:1 (2019),  44–54
6. A review of the intelligent lung cancer diagnosis methods
   
   Artificial Intelligence and Decision Making, 2018, no. 3,  28–38
7. A high-performance genome-wide association study algorithm based on analysis of pairs of individuals
   
   Tr. SPIIRAN, 58 (2018),  5–26
8. Reliability of repairable reserved systems with failure aftereffect
   
   Avtomat. i Telemekh., 2017, no. 1,  137–151
9. A Genome-Wide Association Study using Pairwise Comparison Matrices
   
   Tr. SPIIRAN, 47 (2016),  225–240
10. A classification model on the basis of partial information about features in the form of their mean values
    
    Artificial Intelligence and Decision Making, 2012, no. 3,  71–81
11. A classification model on the basis of partial information about features in the form of their mean values
    
    Artificial Intelligence and Decision Making, 2012, no. 2,  16–26
12. New interval bayesian software reliability models on the basis of the non-homogeneous Poisson processes
    
    Probl. Upr., 2009, no. 6,  52–58


13. 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
14. Exo-intelligent hybrid supercomputer platforms for shared-use centers
    
    Computing, Telecommunication and Control, 17:3 (2024),  9–21
15. Рудаков Константин Владимирович (21.06.1954 – 10.07.2021). Памяти академика информатики
    
    Vestnik YuUrGU. Ser. Mat. Model. Progr., 15:1 (2022),  128–130
16. Vladimir Evgenievich Pavlovsky (22.05.1950–03.06.2020)
    
    Vestnik YuUrGU. Ser. Mat. Model. Progr., 13:3 (2020),  116–118