E. Burnaev - Publications


Burnaev E., Koptelov I., Novikov G., 1529, "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 http://iitp.ru/https://www.researchgate.net/publication/308638532_Automatic_Construction_of_a_Recurrent_Neural_Netw


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. http://link.springer.com/chapter/10.1007%2F978-3-319-17091-6_7


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.
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. 114–125.


Kuleshov A., Bernstein A., Burnaev E., Модели знаний в предсказательном метамоделировании. Труды Международной научно-технической конференции «Информационные технологии и математическое моделирование систем» (ИТММ, 19-26 сентября 2010 г., Франция). М.: Учреждение российской академии наук Центр информационных технологий в проектировании РАН, 2010. С. 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, М.: МАКС Пресс, 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 (CDAM’2010), 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.