Prof. Evgeny V. Burnaev Profile

Prof. Evgeny V. Burnaev

at Skolkovo Institute of Science and Technology

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Author

Publications (10)

Proceedings Article | 31 January 2020 Paper

Steganographic generative adversarial networks

Denis Volkhonskiy, Ivan Nazarov, Evgeny Burnaev

Proceedings Volume 11433, 114333M (2020) https://doi.org/10.1117/12.2559429

KEYWORDS: Steganography, Steganalysis, RGB color model, Binary data, Data modeling, Distortion, Data hiding, Distributed interactive simulations, Convolution, Convolutional neural networks, Artificial intelligence

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Proceedings Article | 31 January 2020 Paper

Machine learning models reproducibility and validation for MR images recognition

Ekaterina Kondrateva, Polina Belozerova, Maxim Sharaev, Evgeny Burnaev, Alexander Bernstein, Irina Samotaeva

Proceedings Volume 11433, 114330Z (2020) https://doi.org/10.1117/12.2559525

KEYWORDS: Data modeling, Epilepsy, Magnetic resonance imaging, Machine learning, Performance modeling, Brain, Statistical modeling, Functional magnetic resonance imaging, Computer vision technology

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Proceedings Article | 15 March 2019 Paper

Meta-learning for resampling recommendation systems

Dmitry Smolyakov, Alexander Korotin, Pavel Erofeev, Artem Papanov, Evgeny Burnaev

Proceedings Volume 11041, 110411S (2019) https://doi.org/10.1117/12.2523103

KEYWORDS: Systems modeling, Data modeling, Classification systems, Binary data, Quality systems, Feature extraction, Data analysis, Performance modeling, Computing systems, Alternate lighting of surfaces

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Proceedings Article | 15 March 2019 Paper

Targeted change detection in remote sensing images

V. Ignatiev, A. Trekin, V. Lobachev, G. Potapov, E. Burnaev

Proceedings Volume 11041, 110412H (2019) https://doi.org/10.1117/12.2523141

KEYWORDS: Target detection, Remote sensing, Satellites, Satellite imaging, Data modeling, Earth observing sensors, Detection and tracking algorithms, Algorithm development, Image segmentation, Image processing

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Proceedings Article | 13 April 2018 Paper

Reinforcement learning in computer vision

A. Bernstein, E. Burnaev

Proceedings Volume 10696, 106961S (2018) https://doi.org/10.1117/12.2309945

KEYWORDS: Visualization, Machine vision, Computer vision technology, Image filtering, Sensors, Machine learning, Image processing, Detection and tracking algorithms, Image segmentation, Robots

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Proceedings Article | 17 March 2017 Paper

Automatic construction of a recurrent neural network based classifier for vehicle passage detection

Evgeny Burnaev, Ivan Koptelov, German Novikov, Timur Khanipov

Proceedings Volume 10341, 1034103 (2017) https://doi.org/10.1117/12.2268706

KEYWORDS: Neural networks, Sensors, Binary data, Signal detection, Detection and tracking algorithms, Lawrencium, Neurons, Error analysis, Cameras, Image filtering

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Proceedings Article | 8 December 2015 Paper

Influence of resampling on accuracy of imbalanced classification

E. Burnaev, P. Erofeev, A. Papanov

Proceedings Volume 9875, 987521 (2015) https://doi.org/10.1117/12.2228523

KEYWORDS: Scene classification, Image classification, Binary data, Data modeling, Data analysis, Mammography, Satellite imaging, Earth observing sensors, Satellites, Computer intrusion detection

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Proceedings Article | 8 December 2015 Paper

Model selection for anomaly detection

E. Burnaev, P. Erofeev, D. Smolyakov

Proceedings Volume 9875, 987525 (2015) https://doi.org/10.1117/12.2228794

KEYWORDS: Image classification, Detection and tracking algorithms, Image processing, Computer intrusion detection, Data modeling, Binary data, Polarization, Optimization (mathematics), Statistical analysis

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Proceedings Article | 8 December 2015 Paper

Nonparametric decomposition of quasi-periodic time series for change-point detection

Alexey Artemov, Evgeny Burnaev, Andrey Lokot

Proceedings Volume 9875, 987520 (2015) https://doi.org/10.1117/12.2228370

KEYWORDS: Stochastic processes, Statistical signal processing, Data modeling, Systems modeling, Computer simulations, Signal processing, Autoregressive models, Distributed computing, Algorithm development

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Proceedings Article | 8 December 2015 Paper

Ensembles of detectors for online detection of transient changes

Alexey Artemov, Evgeny Burnaev

Proceedings Volume 9875, 98751Z (2015) https://doi.org/10.1117/12.2228369

KEYWORDS: Computer simulations, Stochastic processes, Signal processing, Signal detection, Data modeling, Environmental monitoring, Environmental sensing, Fractal analysis

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Showing 5 of 10 publications

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