Publications by authors named "Lev V Utkin"

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Automated Video-EEG Analysis in Epilepsy Studies: A Narrative Review of Advances and Challenges.
Valerii A Zuev, Elena G Salmagambetova, Stepan N Djakov, Lev V Utkin

J Med Syst· October 2025

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Attention-based random forest and contamination model.
Lev V Utkin, Andrei V Konstantinov

Neural Netw· October 2022

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SurvNAM: The machine learning survival model explanation.
Lev V Utkin, Egor D Satyukov, Andrei V Konstantinov

Neural Netw· March 2022

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A robust algorithm for explaining unreliable machine learning survival models using the Kolmogorov-Smirnov bounds.
Maxim S Kovalev, Lev V Utkin

Neural Netw· December 2020

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Deep Forest as a framework for a new class of machine-learning models.
Lev V Utkin, Anna A Meldo, Andrei V Konstantinov

Natl Sci Rev· March 2019

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Prediction of deleterious mutations in coding regions of mammals with transfer learning.
Elena Plekhanova, Sergey V Nuzhdin, Lev V Utkin, Maria G Samsonova

Evol Appl· January 2019

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Binary classification SVM-based algorithms with interval-valued training data using triangular and Epanechnikov kernels.
Lev V Utkin, Anatoly I Chekh, Yulia A Zhuk

Neural Netw· August 2016

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A new robust model of one-class classification by interval-valued training data using the triangular kernel.
Lev V Utkin, Anatoly I Chekh

Neural Netw· September 2015

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