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Utkin, Lev
156  Ergebnisse:
Personensuche X
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1

BENK: The Beran Estimator with Neural Kernels for Estimatin..:

Kirpichenko, Stanislav ; Utkin, Lev ; Konstantinov, Andrei.
Algorithms.  17 (2024)  1 - p. 40 , 2024
Link: https://doi.org/10.3390/..
 
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2

Robust Models of Distance Metric Learning by Interval-Value..:

, In: Cyber-Physical Systems and Control II; Lecture Notes in Networks and Systems,
Utkin, Lev ; Konstantinov, Andrei ; Muliukha, Vladimir. - p. 65-77 , 2023
Link: https://doi.org/10.1007/..
 
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3

Modifications of SHAP for Local Explanation of Function-Val..:

, In: Cyber-Physical Systems and Control II; Lecture Notes in Networks and Systems,
Utkin, Lev ; Petrov, Artem ; Konstantinov, Andrei - p. 52-64 , 2023
Link: https://doi.org/10.1007/..
 
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4

LARF: Two-Level Attention-Based Random Forests with a Mixtu..:

Konstantinov, Andrei ; Utkin, Lev ; Muliukha, Vladimir
Informatics.  10 (2023)  2 - p. 40 , 2023
Link: https://doi.org/10.3390/..
 
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5

Heterogeneous Treatment Effect with Trained Kernels of the ..:

Konstantinov, Andrei ; Kirpichenko, Stanislav ; Utkin, Lev
Algorithms.  16 (2023)  5 - p. 226 , 2023
Link: https://doi.org/10.3390/..
 
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6

GBMILs: Gradient Boosting Models for Multiple Instance Lear..:

, In: Lecture Notes in Computer Science; Interactive Collaborative Robotics,
Konstantinov, Andrei ; Utkin, Lev ; Muliukha, Vladimir. - p. 233-245 , 2023
Link: https://doi.org/10.1007/..
 
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7

Multiple Instance Learning with Trainable Soft Decision Tre..:

Konstantinov, Andrei ; Utkin, Lev ; Muliukha, Vladimir
Algorithms.  16 (2023)  8 - p. 358 , 2023
Link: https://doi.org/10.3390/..
 
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8

Ensembles of Random SHAPs:

Utkin, Lev ; Konstantinov, Andrei
Algorithms.  15 (2022)  11 - p. 431 , 2022
Link: https://doi.org/10.3390/..
 
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9

An Extension of the Neural Additive Model for Uncertainty E..:

, In: Cyber-Physical Systems: Intelligent Models and Algorithms; Studies in Systems, Decision and Control,
Utkin, Lev ; Konstantinov, Andrei - p. 3-13 , 2022
Link: https://doi.org/10.1007/..
 
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10

Improved Anomaly Detection by Using the Attention-Based Iso..:

Utkin, Lev ; Ageev, Andrey ; Konstantinov, Andrei.
Algorithms.  16 (2022)  1 - p. 19 , 2022
Link: https://doi.org/10.3390/..
 
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11

An Approach for the Robust Machine Learning Explanation Bas..:

, In: Algorithms and Solutions Based on Computer Technology; Lecture Notes in Networks and Systems,
Utkin, Lev ; Zaborovsky, Vladimir ; Muliukha, Vladimir. - p. 127-135 , 2022
Link: https://doi.org/10.1007/..
 
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12

Random Survival Forests Incorporated by the Nadaraya-Watson..:

Konstantinov, Andrei ; Utkin, Lev
Informatics and Automation; Информатика и автоматизация.  21 (2022)  5 - p. 851-880 , 2022
Link: https://doi.org/10.15622..
 
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13

Gradient Boosting Machine with Partially Randomized Decisio..:

, In: 2021 28th Conference of Open Innovations Association (FRUCT),
Konstantinov, Andrei ; Utkin, Lev ; Muliukha, Vladimir - p. 167-173 , 2021
Link: https://doi.org/10.23919..
 
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14

An Explanation Method for Siamese Neural Networks:

, In: Proceedings of International Scientific Conference on Telecommunications, Computing and Control; Smart Innovation, Systems and Technologies,
Utkin, Lev ; Kovalev, Maxim ; Kasimov, Ernest - p. 219-230 , 2021
Link: https://doi.org/10.1007/..
 
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15

The Deep Survival Forest and Elastic-Net-Cox Cascade Models..:

, In: Proceedings of International Scientific Conference on Telecommunications, Computing and Control; Smart Innovation, Systems and Technologies,
Utkin, Lev ; Konstantinov, Andrei ; Meldo, Anna.. - p. 205-217 , 2021
Link: https://doi.org/10.1007/..
 
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