Maxim Kovalev

According to our database, Maxim Kovalev authored at least 15 papers between 2014 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2021

Counterfactual Explanation of Machine Learning Survival Models.

Maxim Kovalev, Lev V. Utkin, Frank P. A. Coolen, Andrei V. Konstantinov

Informatica, 2021

Uncertainty Interpretation of the Machine Learning Survival Model Predictions.

Lev V. Utkin, Vladimir S. Zaborovsky, Maxim S. Kovalev, Andrei V. Konstantinov, Natalia A. Politaeva, Alexey Lukashin

IEEE Access, 2021

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

Lev V. Utkin, Pavel D. Drobintsev, Maxim Kovalev, Andrei V. Konstantinov

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.

Maxim S. Kovalev, Lev V. Utkin

Neural Networks, 2020

SurvLIME: A method for explaining machine learning survival models.

Maxim S. Kovalev, Lev V. Utkin, Ernest M. Kasimov

Knowl. Based Syst., 2020

Counterfactual explanation of machine learning survival models.

Maxim S. Kovalev, Lev V. Utkin

CoRR, 2020

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

Lev V. Utkin, Maxim S. Kovalev, Ernest M. Kasimov

CoRR, 2020

Explanation of Siamese Neural Networks for Weakly Supervised Learning.

Lev V. Utkin, Maxim Kovalev, Ernest M. Kasimov

Comput. Informatics, 2020

Imprecise weighted extensions of random forests for classification and regression.

Lev V. Utkin, Maxim S. Kovalev, Frank P. A. Coolen

Appl. Soft Comput., 2020

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

Anna A. Meldo, Lev V. Utkin, Maxim Kovalev, Ernest M. Kasimov

Artif. Intell. Medicine, 2020

2019

A deep forest classifier with weights of class probability distribution subsets.

Lev V. Utkin, Maxim Kovalev, Anna A. Meldo

Knowl. Based Syst., 2019

An explanation method for Siamese neural networks.

Lev V. Utkin, Maxim S. Kovalev, Ernest M. Kasimov

CoRR, 2019

Imprecise Extensions of Random Forests and Random Survival Forests.

Lev V. Utkin, Maxim Kovalev, Anna A. Meldo, Frank P. A. Coolen

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

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

Lev V. Utkin, Anna A. Meldo, Maxim Kovalev, Ernest M. Kasimov

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

2014

Indoor positioning of mobile devices by combined Wi-Fi and GPS signals.

Maxim Kovalev

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