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Lev V. Utkin

Higher School of Artificial Intelligence

24H-index
268Paper Count
2.3KCitation Count
Published Papers 47
Publication Date
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Automated Video-EEG Analysis in Epilepsy Studies: A Narrative Review of Advances and Challenges
errJournal of Medical Systems
IF5.7
err2025-10-20
err0
PREAI
errValerii A. Zuev; Elena G. Salmagambetova; Stepan N. Djakov; Lev V. Utkin
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Survival Analysis as Imprecise Classification with Trainable Kernels
errMATHEMATICS
IF2.2
err2025-09-21
err0
errOAAI
errKonstantinov, Andrei; Utkin, Lev; Efremenko, Vlada; Muliukha, Vladimir; Lukashin, Alexey; Verbova, Natalya
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errSave
Dual feature-based and example-based explanation methods
errFRONTIERS IN ARTIFICIAL INTELLIGENCE
IF4.7
err2025-02-10
err0
errOAAI
errKonstantinov, Andrei; Kozlov, Boris; Kirpichenko, Stanislav; Utkin, Lev; Muliukha, Vladimir
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errSave
SurvBeNIM: The Beran-Based Neural Importance Model for Explaining Survival Models
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errUtkin, Lev V.; Eremenko, Danila Y.; Konstantinov, Andrei V.; Muliukha, Vladimir A.
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errSave
SurvBeX: an explanation method of the machine learning survival models based on the Beran estimator
errINTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS
IF2.8
err2024-09-26
err1
PREAI
errUtkin, Lev V.; Eremenko, Danila Y.; Konstantinov, Andrei V.
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errSave
LARF: Two-Level Attention-Based Random Forests with a Mixture of Contamination Models
errINFORMATICS-BASEL
IF2.8
err2023-04-28
err0
errOAAI
errKonstantinov, Andrei; Utkin, Lev; Muliukha, Vladimir
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errSave
Attention-based random forest and contamination model
errNEURAL NETWORKS
IF6.3
err2022-10-01
err13
errOAAI
errUtkin, Lev, V; Konstantinov, Andrei, V
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errSave
Attention-like feature explanation for tabular data
errINTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS
IF2.8
err2022-08-02
err1
PREAI
errKonstantinov, Andrei, V; Utkin, Lev, V
errShare
errSave
SurvNAM: The machine learning survival model explanation
errNEURAL NETWORKS
IF6.3
err2022-03-01
err14
errOAAI
errUtkin, Lev, V; Satyukov, Egor D.; Konstantinov, Andrei, V
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errSave
Counterfactual Explanation of Machine Learning Survival Models
errInformatica
IF2.8
err2021-12-09
err12
errOAAI
errKovalev, Maxim; Utkin, Lev; Coolen, Frank; Konstantinov, Andrei
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errSave
Interpretable machine learning with an ensemble of gradient boosting machines
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2021-06-01
err100
errOAAI
errKonstantinov, Andrei, V; Utkin, Lev, V
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errSave
Uncertainty Interpretation of the Machine Learning Survival Model Predictions
errIEEE ACCESS
IF3.6
err2021-01-01
err1
errOAAI
errUtkin, Lev, V; Zaborovsky, Vladimir S.; Kovalev, Maxim S.; Konstantinov, Andrei, V; Politaeva, Natalia A.; Lukashin, Alexey A.
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errSave
A robust algorithm for explaining unreliable machine learning survival models using the Kolmogorov-Smirnov bounds
errNEURAL NETWORKS
IF6.3
err2020-12-01
err23
errOAAI
errKovalev, Maxim S.; Utkin, Lev V.
errShare
errSave
SurvLIME: A method for explaining machine learning survival models
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2020-09-01
err48
errOAAI
errKovalev, Maxim S.; Utkin, Lev, V; Kasimov, Ernest M.
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errSave
The natural language explanation algorithms for the lung cancer computer-aided diagnosis system
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2020-08-01
err18
PREAI
errMeldo, Anna; Utkin, Lev; Kovalev, Maxim; Kasimov, Ernest
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errSave
Imprecise weighted extensions of random forests for classification and regression
errAPPLIED SOFT COMPUTING
IF6.6
err2020-07-01
err20
errOAAI
errUtkin, Lev, V; Kovalev, Maxim S.; Coolen, Frank P. A.
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errSave
Improvement of the Deep Forest Classifier by a Set of Neural Networks
errinternational journal of reconfigurable computing
IF0
err2020-03-15
err4
errOAAI
errUtkin, Lev, V; Zhuk, Kirill D.
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errSave
An imprecise deep forest for classification
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2020-03-01
err14
PREAI
errUtkin, Lev, V
errShare
errSave
A weighted random survival forest
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2019-08-01
err27
errOAAI
errUtkin, Lev V.; Konstantinov, Andrei V.; Chukanov, Viacheslav S.; Kots, Mikhail V.; Ryabinin, Mikhail A.; Meldo, Anna A.
errShare
errSave
A deep forest classifier with weights of class probability distribution subsets
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2019-06-01
err36
PREAI
errUtkin, Lev V.; Kovalev, Maxim S.; Meldo, Anna A.
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errSave

Research Directions

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Co-authors
Cooperation Journals
S
Sergey V. Nuzhdin
H-index: 56 · Papers: 317
F
Frank P. A. Coolen
H-index: 34 · Papers: 289
S
Sébastien Destercke
H-index: 23 · Papers: 302
M
Maria Samsonova
H-index: 18 · Papers: 82
I
Igor Kozine
H-index: 17 · Papers: 125
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