Vladimir Muliukha

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 16

Top Topics

Decision Tree Ensembles

Diagnostic Systems

Top Venues

Commun. Nonlinear Sci. Numer. Simul.

Publications

Stanislav Kirpichenko, Lev V. Utkin, Andrei V. Konstantinov, Vladimir Muliukha
BENK: The Beran Estimator with Neural Kernels for Estimating the Heterogeneous Treatment Effect. Algorithms 17 (1) (2024)
Andrei V. Konstantinov, Lev V. Utkin, Vladimir Muliukha, Vladimir S. Zaborovsky
GBMILs: Gradient Boosting Models for Multiple Instance Learning. ICR (2023)
Andrei V. Konstantinov, Lev V. Utkin, Vladimir Muliukha
Multiple Instance Learning with Trainable Soft Decision Tree Ensembles. Algorithms 16 (8) (2023)
Andrei V. Konstantinov, Lev V. Utkin, Alexey Lukashin, Vladimir Muliukha
Neural Attention Forests: Transformer-Based Forest Improvement. CoRR (2023)
Andrei V. Konstantinov, Lev V. Utkin, Vladimir Muliukha
LARF: Two-Level Attention-Based Random Forests with a Mixture of Contamination Models. Informatics 10 (2) (2023)
Lev V. Utkin, Andrey Y. Ageev, Andrei V. Konstantinov, Vladimir Muliukha
Improved Anomaly Detection by Using the Attention-Based Isolation Forest. Algorithms 16 (1) (2023)
Andrei V. Konstantinov, Lev V. Utkin, Vladimir Muliukha
Gradient Boosting Machine with Partially Randomized Decision Trees. FRUCT (2021)
Vladimir Muliukha, Alexey Lukashin, Lev V. Utkin, Mikhail Popov, Anna A. Meldo
Anomaly Detection Approach in Cyber Security for User and Entity Behavior Analytics System. ESANN (2020)
Polina Shorenko, Oleg Zayats, Alexander Ilyashenko, Vladimir Muliukha
Preemptive Priority Queuing System with Randomized Push-Out Mechanism and Negative Customers. NEW2AN (2019)
Anna A. Meldo, Lev V. Utkin, Alexey Lukashin, Vladimir Muliukha, Vladimir S. Zaborovsky
Database Acquisition for the Lung Cancer Computer Aided Diagnostic Systems. FRUCT (2019)
Vladimir Muliukha, Alexey Lukashin, Alexander Ilyashenko
An Intelligent Method for Comparing Shapes of Three-Dimensional Objects. FRUCT (2019)
Maria Korenevskaya, Oleg Zayats, Alexander Ilyashenko, Vladimir Muliukha
The Phenomenon of Secondary Flow Explosion in Retrial Priority Queueing System with Randomized Push-Out Mechanism. NEW2AN (2018)
Vladimir Muliukha, Vladimir S. Zaborovsky, Alexander Ilyashenko, Yuri Podgurski
Communication Technologies in the Space Experiment "Kontur-2". NEW2AN (2017)
Alexander Ilyashenko, Oleg Zayats, Maria Korenevskaya, Vladimir Muliukha
A Retrial Queueing System with Preemptive Priority and Randomized Push-Out Mechanism. NEW2AN (2017)
Vladimir Muliukha, Alexander Ilyashenko, Vladimir S. Zaborovsky, Andrey Novopasheniy
Space experiment "Kontur-2": Applied methods and obtained results. FRUCT (2017)
Alexander Ilyashenko, Oleg Zayats, Vladimir Muliukha
Randomized Priorities in Queuing System with Randomized Push-Out Mechanism. NEW2AN (2016)
Vladimir Muliukha, Alexander Ilyashenko, Oleg Zayats, Vladimir S. Zaborovsky
Preemptive queueing system with randomized push-out mechanism. Commun. Nonlinear Sci. Numer. Simul. 21 (1-3) (2015)
Vladimir Muliukha, Alexander Ilyashenko, Oleg Zayats, Vladimir S. Zaborovsky
Corrigendum to "Preemptive queueing system with randomized push-out mechanism" [Commun Nonlinear Sci Numer Simulat 21 (2015) 147-158]. Commun. Nonlinear Sci. Numer. Simul. 28 (Issues) (2015)
Vladimir S. Zaborovsky, Vladimir Muliukha, Alexander Ilyashenko
Cyber-Physical Approach in a Series of Space Experiments "Kontur". NEW2AN (2015)
Alexander Ilyashenko, Oleg Zayats, Vladimir Muliukha, Alexey Lukashin
Alternating Priorities Queueing System with Randomized Push-Out Mechanism. NEW2AN (2015)
Vladimir S. Zaborovsky, Mikhail Guk, Vladimir Muliukha, Alexander Ilyashenko
Cyber-Physical Approach to the Network-Centric Robot Control Problems. NEW2AN (2014)
Alexander Ilyashenko, Oleg Zayats, Vladimir Muliukha, Leonid Laboshin
Further Investigations of the Priority Queuing System with Preemptive Priority and Randomized Push-Out Mechanism. NEW2AN (2014)