Vladimir Muliukha

24 papers B 1Misc 4Journal 9Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Regression Analysis Under Interval-Valued Targets as an Imprecise Classification Problem. Algorithms Lev V. Utkin, Stanislav Kogan, Andrei V. Konstantinov, Vladimir Muliukha
2025	J	`jnl`	Dual feature-based and example-based explanation methods. Frontiers Artif. Intell. Andrei V. Konstantinov, Boris V. Kozlov, Stanislav Kirpichenko, Lev V. Utkin, Vladimir Muliukha
2024	J	`jnl`	BENK: The Beran Estimator with Neural Kernels for Estimating the Heterogeneous Treatment Effect. Algorithms Stanislav Kirpichenko, Lev V. Utkin, Andrei V. Konstantinov, Vladimir Muliukha
2023	—	`conf`	GBMILs: Gradient Boosting Models for Multiple Instance Learning. ICR Andrei V. Konstantinov, Lev V. Utkin, Vladimir Muliukha, Vladimir S. Zaborovsky
2023	J	`jnl`	Improved Anomaly Detection by Using the Attention-Based Isolation Forest. Algorithms Lev V. Utkin, Andrey Y. Ageev, Andrei V. Konstantinov, Vladimir Muliukha
2023	J	`jnl`	LARF: Two-Level Attention-Based Random Forests with a Mixture of Contamination Models. Informatics Andrei V. Konstantinov, Lev V. Utkin, Vladimir Muliukha
2023	J	`jnl`	Multiple Instance Learning with Trainable Soft Decision Tree Ensembles. Algorithms Andrei V. Konstantinov, Lev V. Utkin, Vladimir Muliukha
2023	J	`jnl`	Neural Attention Forests: Transformer-Based Forest Improvement. CoRR Andrei V. Konstantinov, Lev V. Utkin, Alexey Lukashin, Vladimir Muliukha
2021	Misc	`conf`	Gradient Boosting Machine with Partially Randomized Decision Trees. FRUCT Andrei V. Konstantinov, Lev V. Utkin, Vladimir Muliukha
2020	B	`conf`	Anomaly Detection Approach in Cyber Security for User and Entity Behavior Analytics System. ESANN Vladimir Muliukha, Alexey Lukashin, Lev V. Utkin, Mikhail Popov, Anna A. Meldo
2019	Misc	`conf`	An Intelligent Method for Comparing Shapes of Three-Dimensional Objects. FRUCT Vladimir Muliukha, Alexey Lukashin, Alexander Ilyashenko
2019	Misc	`conf`	Database Acquisition for the Lung Cancer Computer Aided Diagnostic Systems. FRUCT Anna A. Meldo, Lev V. Utkin, Alexey Lukashin, Vladimir Muliukha, Vladimir S. Zaborovsky
2019	—	`conf`	Preemptive Priority Queuing System with Randomized Push-Out Mechanism and Negative Customers. NEW2AN Polina Shorenko, Oleg Zayats, Alexander Ilyashenko, Vladimir Muliukha
2018	—	`conf`	The Phenomenon of Secondary Flow Explosion in Retrial Priority Queueing System with Randomized Push-Out Mechanism. NEW2AN Maria Korenevskaya, Oleg Zayats, Alexander Ilyashenko, Vladimir Muliukha
2017	—	`conf`	A Retrial Queueing System with Preemptive Priority and Randomized Push-Out Mechanism. NEW2AN Alexander Ilyashenko, Oleg Zayats, Maria Korenevskaya, Vladimir Muliukha
2017	—	`conf`	Communication Technologies in the Space Experiment "Kontur-2". NEW2AN Vladimir Muliukha, Vladimir S. Zaborovsky, Alexander Ilyashenko, Yuri Podgurski
2017	Misc	`conf`	Space experiment "Kontur-2": Applied methods and obtained results. FRUCT Vladimir Muliukha, Alexander Ilyashenko, Vladimir S. Zaborovsky, Andrey Novopasheniy
2016	—	`conf`	Randomized Priorities in Queuing System with Randomized Push-Out Mechanism. NEW2AN Alexander Ilyashenko, Oleg Zayats, Vladimir Muliukha
2015	—	`conf`	Alternating Priorities Queueing System with Randomized Push-Out Mechanism. NEW2AN Alexander Ilyashenko, Oleg Zayats, Vladimir Muliukha, Alexey Lukashin
2015	J	`jnl`	Corrigendum to "Preemptive queueing system with randomized push-out mechanism" [Commun Nonlinear Sci Numer Simulat 21 (2015) 147-158]. Commun. Nonlinear Sci. Numer. Simul. Vladimir Muliukha, Alexander Ilyashenko, Oleg Zayats, Vladimir S. Zaborovsky
2015	—	`conf`	Cyber-Physical Approach in a Series of Space Experiments "Kontur". NEW2AN Vladimir S. Zaborovsky, Vladimir Muliukha, Alexander Ilyashenko
2015	J	`jnl`	Preemptive queueing system with randomized push-out mechanism. Commun. Nonlinear Sci. Numer. Simul. Vladimir Muliukha, Alexander Ilyashenko, Oleg Zayats, Vladimir S. Zaborovsky
2014	—	`conf`	Cyber-Physical Approach to the Network-Centric Robot Control Problems. NEW2AN Vladimir S. Zaborovsky, Mikhail Guk, Vladimir Muliukha, Alexander Ilyashenko
2014	—	`conf`	Further Investigations of the Priority Queuing System with Preemptive Priority and Randomized Push-Out Mechanism. NEW2AN Alexander Ilyashenko, Oleg Zayats, Vladimir Muliukha, Leonid Laboshin