Burnaev E., Koptelov I., Novikov G., Khanipov T., Automatic Construction of a Recurrent Neural Network based Classifier for Vehicle Passage Detection. Proc. SPIE 10341, Ninth International Conference on Machine Vision (ICMV 2016), 1034103, pp. 1-6 doi: 10.1117/12.2268706
Panov M., Panov M. Nonasymptotic approach to Bayesian semiparametric inference // Doklady Mathematics, Volume 93, Number 2, 2016, pp. 155-158.


Panov M., Burnaev E., Evgeny Burnaev, Maxim Panov "Adaptive Design of Experiments Based on Gaussian Processes". Statistical Learning and Data Sciences Volume 9047 of the series Lecture Notes in Computer Science pp. 116-125.
Panov M., Maxim Panov, Vladimir Spokoiny, Finite Sample Bernsteinvon Mises Theorem for Semiparametric Problems, Bayesian Analysis, 10:3 (2015), 665710.


Panov M., Maxim E. Panov , Vladimir G. Spokoiny "Critical dimension in the semiparametric Bernsteinvon Mises theorem". Proceedings of the Steklov Institute of Mathematics December 2014, Volume 287, Issue 1, pp 232-255.


Burnaev E., Spokoiny V., Zaytsev A., Properties of posterior distribution of parameters for Gaussian Processes Regression. Proceedings of the Conference on Structural Inference in Statistics, Potsdam, Germany, September 17-19. 2013. P. 27-28.
Burnaev E., Prikhodko P., Struzik A., Surrogate Models for Helicopter Loads. Proceedings of the 39th European Rotorcraft Forum, Moscow, Russia, 3-6 September. 2013. 9 P.
Burnaev E., Prikhodko P., Struzik A., Surrogate Models for Helicopter Loads. Proceedings of the 5th European Conference for Aeronautics and Space Sciences. Germany, Munich, 1-4 July. 2013. 9 P.
Burnaev E., Grihon S., Belyaev M., Prikhodko P., Surrogate Modeling of Stability Constraints for Optimization of Composite Structures. Surrogate-Based Modeling and Optimization. Engineering applications. Eds. by S. Koziel, L. Leifsson. Springer, 2013. P. 359-391.
Krymova E., Chernousova E., Golubev Y., Ordered smoothers with exponential weighting. Electron. J. Statist. Vol 7, 2013. Pp. 2395-2419.
Burnaev E., Belyaev M., Approximation of a Multidimensional Dependency based on a Linear Expansion in a Dictionary of Parametric Functions. Informatics and its applications. 2013. Vol. 7. No. 3. P. 114125.


Panov M., Maxim Panov, Alexander Tatarchuk, Vadim Mottl, David Windridge "A Modified Neutral Point Method for Kernel-Based Fusion of Pattern-Recognition Modalities with Incomplete Data Sets". Multiple Classifier Systems. Volume 6713 of the series Lecture Notes in Computer Science pp. 126-136.


Kuleshov A., Bernstein A., Burnaev E., . - (, 19-26 2010 ., ). .: , 2010. . 209-210.
Kuleshov A., Bernstein A., Burnaev E., Metamodeling with using domain-specific knowledge. Proceedings of the 8th International Conference on Intelligent Information Processing (IIP-2010), October, 17-24, 2010, Republic of Cyprus, Paphos, .: , p. 208 211.
Kuleshov A., Bernstein A., Burnaev E., Adaptive Models of Complex Systems Based on Data Handling. Proceedings of the 3rd International Conference on Inductive Modelling ICIM"2010, May 16-22, 2010, Kyiv, Ukraine, p. 64 71.
Kuleshov A., Bernstein A., Burnaev E., Invariant approximation and its application for integration of data-domain knowledge into metamodels. Proceedings of 9th International Conference on Computer Data Analysis and Modeling: Complex Stochastic Data and Systems (CDAM2010), September, 7-11, 2010, Minsk, Belarus, 2010. 4 p.


Burnaev E., Shiryaev A.N.
, Feinberg E.A., On Asymptotic Optimality of the Second Order in the Minimax Quickest Detection Problem of Drift Change for Brownian Motion. Theory of Probability and its Applications, 53(3), 519-536, 2009.
Burnaev E., Disorder Problem for Poisson Process in Generalized Bayesian Setting. Theory of Probability and its Applications, 53 (3), 500-518, 2009.
Burnaev E., Men'shikov I., A model of the functional state of participants of laboratory markets. Journal of Computer and Systems Sciences International, 48(6), 1002-1019, 2009.


Burnaev E., 
Disorder problem for a Poisson process in the generalized Bayesian setting. 
Russian Mathematical Surveys, 62(4), 790-792, 2007.