# Maxim Kovalev

According to our database

Collaborative distances:

^{1}, Maxim Kovalev authored at least 14 papers between 2014 and 2021.Collaborative distances:

## Timeline

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Book In proceedings Article PhD thesis Other## Links

#### On csauthors.net:

## Bibliography

2021

IEEE Access, 2021

Combining an Autoencoder and a Variational Autoencoder for Explaining the Machine Learning Model Predictions.

Proceedings of the 28th Conference of Open Innovations Association, 2021

2020

A robust algorithm for explaining unreliable machine learning survival models using the Kolmogorov-Smirnov bounds.

Neural Networks, 2020

Knowl. Based Syst., 2020

CoRR, 2020

SurvLIME-Inf: A simplified modification of SurvLIME for explanation of machine learning survival models.

CoRR, 2020

Comput. Informatics, 2020

Imprecise weighted extensions of random forests for classification and regression.

Appl. Soft Comput., 2020

The natural language explanation algorithms for the lung cancer computer-aided diagnosis system.

Artif. Intell. Medicine, 2020

2019

Knowl. Based Syst., 2019

CoRR, 2019

Proceedings of the International Symposium on Imprecise Probabilities: Theories and Applications, 2019

An Ensemble of Triplet Neural Networks for Differential Diagnostics of Lung Cancer.

Proceedings of the 25th Conference of Open Innovations Association, 2019

2014

Proceedings of the 2014 International Conference on Indoor Positioning and Indoor Navigation, 2014