Maxim Kovalev

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 7

Top Topics

Machine Learning

Probability Distribution

Top Venues

Comput. Informatics

Artif. Intell. Medicine

Publications

Lev V. Utkin, Pavel D. Drobintsev, Maxim Kovalev, Andrei V. Konstantinov
Combining an Autoencoder and a Variational Autoencoder for Explaining the Machine Learning Model Predictions. FRUCT (2021)
Maxim Kovalev, Lev V. Utkin, Frank P. A. Coolen, Andrei V. Konstantinov
Counterfactual Explanation of Machine Learning Survival Models. Informatica 32 (4) (2021)
Anna A. Meldo, Lev V. Utkin, Maxim Kovalev, Ernest M. Kasimov
The natural language explanation algorithms for the lung cancer computer-aided diagnosis system. Artif. Intell. Medicine 108 (2020)
Lev V. Utkin, Maxim Kovalev, Ernest M. Kasimov
Explanation of Siamese Neural Networks for Weakly Supervised Learning. Comput. Informatics 39 (6) (2020)
Lev V. Utkin, Maxim Kovalev, Anna A. Meldo, Frank P. A. Coolen
Imprecise Extensions of Random Forests and Random Survival Forests. ISIPTA (2019)
Lev V. Utkin, Maxim Kovalev, Anna A. Meldo
A deep forest classifier with weights of class probability distribution subsets. Knowl. Based Syst. 173 (2019)
Lev V. Utkin, Anna A. Meldo, Maxim Kovalev, Ernest M. Kasimov
An Ensemble of Triplet Neural Networks for Differential Diagnostics of Lung Cancer. FRUCT (2019)
Maxim Kovalev
Indoor positioning of mobile devices by combined Wi-Fi and GPS signals. IPIN (2014)