An Expert Opinion Approach to Tune Analytical Models of Nonlinear Systems. - Kirill Chernyshov; Fedor F. Pashchenko (ICRA, 1998)

An Identification Algorithmic Toolkit for Intelligent Control Systems. - Kirill Chernyshov; Fedor F. Pashchenko (EUROCAST, 1999)

Strongly consistent recursive regression estimation under depended observations. - Kirill R. Chernyshov (ISCAS, 2000)

Maximal correlation applied to the statistical linearization: An analysis and approaches. - Kirill Chernyshov (ALCOSP, 2007)

A "Worst case" uncertainty selection within a probabilistic criterion control problem statement. - Kirill Chernyshov (ALCOSP, 2007)

Constructing stable recursive schemes for estimating parameters of stochastic systems. - Kirill Chernyshov; Elena Jharko (ALCOSP, 2007)

An information theoretic approach to the statistical linearization of MIMO stochastic systems. - Kirill Chernyshov (CCA/ISIC, 2009)

Quantitative Indexes of System Identifiability: An Approach Based on Consistent Measures of Dependence. - Kirill Chernyshov (ALCOSP, 2013)

An Information Theoretic Approach to Constructing Machine Learning Criteria. - Kirill Chernyshov (ALCOSP, 2013)

Delusions in System Identification: Professor Pashchenko's School. - Kirill Chernyshov (MIM, 2013)

Statistical Linearization and Consistent Measures of Dependence: A Unified Approach. - Kirill Chernyshov (ICINCO (1), 2015)

Information-theoretic system identification. - Kirill R. Chernyshov (CoDIT, 2017)

Solving a consistent extension of least squares problems by use of hopfield neural network. - Kirill R. Chernyshov (CoDIT, 2017)

The Anisotropic Norm of Random Vectors: Defining via a Symmetric Tsallis Divergence. - Kirill R. Chernyshov (CCTA, 2018)

Tsallis Divergence of Order 1/2 in System Identification Related Problems. - Kirill Chernyshov (ICINCO (1), 2019)

Towards Basic Design Principles of Next Generation Human-Operator Decision Support Systems. - Elena Ph. Jharko; Kirill R. Chernyshov (CoDIT, 2020)

Non-Linear Measures of Dependence in the MIMO Systems Identification with Applications to NPP Efficiency Evaluation. - Kirill R. Chernyshov; Elena Ph. Jharko; Ekaterina A. Sakrutina (MED, 2020)