Indoor positioning of mobile devices by combined Wi-Fi and GPS signals. - Maxim Kovalev (IPIN, 2014)

An Ensemble of Triplet Neural Networks for Differential Diagnostics of Lung Cancer. - Lev V. Utkin; Anna A. Meldo; Maxim Kovalev; Ernest M. Kasimov (FRUCT, 2019)

Imprecise Extensions of Random Forests and Random Survival Forests. - Lev V. Utkin; Maxim Kovalev; Anna A. Meldo; Frank P. A. Coolen (ISIPTA, 2019)

An explanation method for Siamese neural networks. - Lev V. Utkin; Maxim S. Kovalev; Ernest M. Kasimov (CoRR, 2019)

A deep forest classifier with weights of class probability distribution subsets. - Lev V. Utkin; Maxim Kovalev; Anna A. Meldo (Knowl. Based Syst., 2019)

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)

Imprecise weighted extensions of random forests for classification and regression. - Lev V. Utkin; Maxim S. Kovalev; Frank P. A. Coolen (Appl. Soft Comput., 2020)

Explanation of Siamese Neural Networks for Weakly Supervised Learning. - Lev V. Utkin; Maxim Kovalev; Ernest M. Kasimov (Comput. Informatics, 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)

Counterfactual explanation of machine learning survival models. - Maxim S. Kovalev; Lev V. Utkin (CoRR, 2020)

SurvLIME: A method for explaining machine learning survival models. - Maxim S. Kovalev; Lev V. Utkin; Ernest M. Kasimov (Knowl. Based Syst., 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)

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 (FRUCT, 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)

Counterfactual Explanation of Machine Learning Survival Models. - Maxim Kovalev; Lev V. Utkin; Frank P. A. Coolen; Andrei V. Konstantinov (Informatica, 2021)