Maxim S. Kovalev

Publication Activity (10 Years)

Years Active: 2019-2021
Publications (10 Years): 9

Top Topics

Machine Learning

Conformal Prediction

Top Venues

Appl. Soft Comput.

Neural Networks

Knowl. Based Syst.

Publications

Lev V. Utkin, Vladimir S. Zaborovsky, Maxim S. Kovalev, Andrei V. Konstantinov, Natalia A. Politaeva, Alexey Lukashin
Uncertainty Interpretation of the Machine Learning Survival Model Predictions. IEEE Access 9 (2021)
Lev V. Utkin, Maxim S. Kovalev, Ernest M. Kasimov
SurvLIME-Inf: A simplified modification of SurvLIME for explanation of machine learning survival models. CoRR (2020)
Maxim S. Kovalev, Lev V. Utkin
A robust algorithm for explaining unreliable machine learning survival models using the Kolmogorov-Smirnov bounds. Neural Networks 132 (2020)
Maxim S. Kovalev, Lev V. Utkin, Ernest M. Kasimov
SurvLIME: A method for explaining machine learning survival models. CoRR (2020)
Maxim S. Kovalev, Lev V. Utkin
Counterfactual explanation of machine learning survival models. CoRR (2020)
Lev V. Utkin, Maxim S. Kovalev, Frank P. A. Coolen
Imprecise weighted extensions of random forests for classification and regression. Appl. Soft Comput. 92 (2020)
Maxim S. Kovalev, Lev V. Utkin, Ernest M. Kasimov
SurvLIME: A method for explaining machine learning survival models. Knowl. Based Syst. 203 (2020)
Maxim S. Kovalev, Lev V. Utkin
A robust algorithm for explaining unreliable machine learning survival models using the Kolmogorov-Smirnov bounds. CoRR (2020)
Lev V. Utkin, Maxim S. Kovalev, Ernest M. Kasimov
An explanation method for Siamese neural networks. CoRR (2019)