Директор высшей школы искусственного интеллекта
Cтарший научный сотрудник - научно-исследовательская лаборатория "Суперкомпьютерные технологии и машинное обучение"

кандидат технических наук


Научные работы:

  1. Robust Models of Distance Metric Learning by Interval-Valued Training Data 2023
    Utkin, L.; Konstantinov, A.; Muliukha, V.; Politaeva, N.
  2. LARF: Two-Level Attention-Based Random Forests with a Mixture of Contamination Models 2023
    Andrei Konstantinov; Lev Utkin; Vladimir Muliukha
  3. An Approach for the Robust Machine Learning Explanation Based on Imprecise Statistical Models 2022
    Utkin, L.; Zaborovsky, V.; Muliukha, V.; Konstantinov, A.
  4. Robust Distance Metric Machine Learning Models Under Condition of Interval-valued Training Data 2022
    L.V. Utkin; A.V. Konstantinov; V.A. Muliukha; N.A. Politaeva
  5. Improved Anomaly Detection by Using the Attention-Based Isolation Forest 2022
    Lev Utkin; Andrey Ageev; Andrei Konstantinov; Vladimir Muliukha
  6. Gradient boosting machine with partially randomized decision trees 2021
    Konstantinov, A.; Utkin, L.; Muliukha, V.
  7. On the Parameter Selection of a Query Flow Control System Using the Probabilistic Pushing Out Mechanism 2021
    Zaborovskii, V.S.; Zayats, O.I.; Il’yashenko, A.S.; Mulyukha, V.A.
  8. An Adaptive Weighted Deep Survival Forest 2020
    Utkin, L.V.; Konstantinov, A.; Lukashin, A.A.; Muliukha, V.A.
  9. Analysis and Classification of Encrypted Network Traffic Using Machine Learning 2020
    Muliukha, V.A.; Laboshin, L.U.; Lukashin, A.A.; Nashivochnikov, N.V.
  10. Anomaly detection approach in cyber security for user and entity behavior analytics system 2020
    Muliukha, V.; Lukashin, A.; Utkin, L.; Popov, M.; Meldo, A.
  11. An Intelligent Method for Comparing Shapes of Three-Dimensional Objects 2019
    Muliukha, V.; Lukashin, A.; Ilyashenko, A.
  12. Communication technologies for force-feedback teleoperation of on-ground robots from the international space station in the frame of the 'Kontur-2' experiment 2019
    Muliukha, V.; Guk, M.; Silinenko, A.; Zaborovsky, V.
  13. Database Acquisition for the Lung Cancer Computer Aided Diagnostic Systems 2019
    Meldo, A.; Utkin, L.; Lukashin, A.; Muliukha, V.; Zaborovsky, V.
  14. Preemptive Priority Queuing System with Randomized Push-Out Mechanism and Negative Customers 2019
    Shorenko, P.; Zayats, O.; Ilyashenko, A.; Muliukha, V.
  15. Retrial queuing system with randomized push-out mechanism and non-preemptive priority 2019
    Korenevskaya, M.; Zayats, O.; Ilyashenko, A.; Muliukha, V.
  16. Network-Centric Control Methods for a Group of Cyber-Physical Objects 2018
    Vladimir Muliukha; Alexey Lukashin; Alexander Ilyashenko; Vladimir Zaborovsky
  17. Space experiment 'Kontur-2': Applied methods and obtained results 2018
    Muliukha, V.; Ilyashenko, A.; Zaborovsky, V.; Novopasheniy, A.
  18. The Phenomenon of Secondary Flow Explosion in Retrial Priority Queueing System with Randomized Push-Out Mechanism 2018
    Korenevskaya, M.; Zayats, O.; Ilyashenko, A.; Muliukha, V.
  19. A retrial queueing system with preemptive priority and randomized push-out mechanism 2017
    Ilyashenko, A.; Zayats, O.; Korenevskaya, M.; Muliukha, V.
  20. Collision-Free Path Planning Algorithm for Group of Robots in Spatio-Situational Uncertainty 2017
    Dmitrii Motorin; Serge Popov; Vladimir Muliukha
  21. Communication Technologies for Force-Feedback Teleoperation of On-Ground Robots from the International Space Station in the Frame of the "Kontur-2" Experiment 2017
    Muliukha, V.; Guk, M.; Silinenko, A.; Zaborovsky, V
  22. Communication technologies in the space experiment "kontur-2" 2017
    Muliukha, V.; Zaborovsky, V.; Ilyashenko, A.; Podgurski, Y.
  23. Network-centric Supervisory Control System for Mobile Robotic Groups 2017
    Muliukha, V.; Ilyashenko, A.; Laboshin, L.
  24. Space Experiment "Kontur-2": Applied Methods and Obtained Results 2017
    Muliukha, Vladimir; Ilyashenko, Aleksandr; Zaborovsky, Vladimir; Novopasheniy, Andrey
  25. The results of the space experiment "kontur-2" dedicated to the development of technologies for remote control of on-planet robotic objects 2017
    Silinenko, A.V.; Muliukha, V.A.; Zaborovsky, V.S.; Guk, M.Yu.
  26. Cyber-physical approach to the network-centric robotics control task 2016
    Muliukha, V.; Ilyashenko, A.; Zaborovsky, V.; Lukashin, A.
  27. Force-feedback teleoperation of on- ground robots from the international space station in the frame of the KONTUR-2 experiment 2016
    Artigas Esclusa, Jordi; Riecke, Cornelia; Weber, Bernhard; Stelzer, Martin; Balachandran, Ribin; Schaetzle, Simon; Bayer, Ralph; Steinmetz, Bernhard-Michael; Vogel, Jörg; Brunner, Bernhard et al.
  28. Randomized priorities in queuing system with randomized push-out mechanism 2016
    Ilyashenko, A.; Zayats, O.; Muliukha, V.
  29. Robotic Operations Network Cyber-Physics Framework and Cloud-Centric Software Architecture 2016
    Zaborovsky, Vladimir; Lukashin, Alexey; Muliukha, Vladimir
  30. Alternating priorities queueing system with randomized push-out mechanism 2016
    Ilyashenko, A.; Zayats, O.; Muliukha, V.; Lukashin, A.
  31. Cloud-Centric PaaS Framework for Robots Operation 2015
    Alexey Lukashin; Vladimir Zaborovsky; Vladimir Muliukha
  32. Corrigendum to "Preemptive queueing system with randomized push-out mechanism" 2015
    Muliukha, V.; Ilyashenko, A.; Zayats, O.; Zaborovsky, V.
  33. Cyber-physical approach in a series of space experiments "kontur" 2015
    Zaborovsky, V.; Muliukha, V.; Ilyashenko, A.
  34. Preemptive queueing system with randomized push-out mechanism 2015
    Muliukha, V.; Ilyashenko, A.; Zayats, O.; Zaborovsky, V.
  35. Robotic Operations Network Cyber-Physics Framework and Cloud-Centric Software Architecture 2015
    Zaborovsky, V.; Lukashin, A.; Muliukha, V.
  36. Cyber-physical approach to the network-centric robot control problems 2014
    Zaborovsky, V.; Guk, M.; Muliukha, V.; Ilyashenko, A.
  37. Distributed packet trace processing method for information security analysis 2014
    Lukashin, A.; Laboshin, L.; Zaborovsky, V.; Mulukha, V.
  38. Further investigations of the priority queuing system with preemptive priority and randomized push-out mechanism 2014
    Ilyashenko, A.; Zayats, O.; Muliukha, V.; Laboshin, L.
  39. Security of vehicular networks: Static and dynamic control of cyber-physical objects 2014
    Muliukha, V.; Zaborovsky, V.; Popov, S.
  40. Network-Centric Control Algorithms for Delay Tolerant Telematics Services 2014
    Vladimir Zaborovsky; Mikhail Muliukha; Mikhail Pashkin; Serge Popov
  41. Access Control in a Form of Active Queuing Management in Congested Network Environment 2011
    Zaborovsky, Vladimir; Mulukha, Vladimir
  42. Dynamic access control in cloud services 2011
    Zaborovsky, V.; Lukashin, A.; Kupreenko, S.; Mulukha, V.
  43. Priority queueing with finite buffer size and randomized push-out mechanism 2010
    Zaborovsky, V.; Zayats, O.; Mulukha, V.
  44. Internet performance: TCP in stochastic network environment 2009
    Zaborovsky, V.; Gorodetsky, A.; Muljukha, V.
  45. Access Control Model and Algebra of Firewall Rules 2009
    Vladimir Zaborovsky; Vladimir Mulukha; Er Silinenko