Search Results - "Savchenko, A."

Fast inference in convolutional neural networks based on sequential three-way decisions by Savchenko, A.V.

“…A novel image recognition algorithm based on sequential three-way decisions is introduced to speed up the inference in a convolutional neural network. In…”
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Coherent nonlinear optical response of graphene by Hendry, E, Hale, P J, Moger, J, Savchenko, A K, Mikhailov, S A

“…We investigate the nonlinear optical properties of graphene flakes using four-wave mixing. The corresponding third-order optical susceptibility is found to be…”
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Transition between electron localization and antilocalization in graphene by Tikhonenko, F V, Kozikov, A A, Savchenko, A K, Gorbachev, R V

“…We show that quantum interference in graphene can result in antilocalization of charge carriers--an increase of the conductance, which is detected by a…”
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Preference prediction based on a photo gallery analysis with scene recognition and object detection by Savchenko, A.V., Demochkin, K.V., Grechikhin, I.S.

“…•User preferences can be efficiently predicted from photo gallery using scene recognition and object detection.•Representation of image by using scores and…”
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Fast Image Classification Algorithms Based on Sequential Analysis by Savchenko, A. V.

“…This work is devoted to fast image recognition techniques based on statistical sequential analysis. We examine the possibility to sequentially process…”
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Real-Time Vowel Detection with Guaranteed Reliability by Savchenko, A. V., Savchenko, V. V.

“…— The article proposes a new algorithm for solving the problem of real-time detection of vowel speech sounds based on ( R  + 1)-element information and the…”
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Weak localization in graphene flakes by Tikhonenko, F V, Horsell, D W, Gorbachev, R V, Savchenko, A K

“…We show that the manifestation of quantum interference in graphene is very different from that in conventional two-dimensional systems. Because of the chiral…”
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Audio-Visual Continuous Recognition of Emotional State in a Multi-User System Based on Personalized Representation of Facial Expressions and Voice by Savchenko, A. V., Savchenko, L. V.

“…This paper is devoted to tracking dynamics of psycho-emotional state based on analysis of the user’s facial video and voice. We propose a novel technology with…”
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Neutrophil extracellular traps promote deep vein thrombosis in mice by BRILL, A., FUCHS, T. A., SAVCHENKO, A. S., THOMAS, G. M., MARTINOD, K., DE MEYER, S. F., BHANDARI, A. A., WAGNER, D. D.

“…Background: Upon activation, neutrophils can release nuclear material known as neutrophil extracellular traps (NETs), which were initially described as a part…”
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Method for Automatic Online Updating of Personal Biometric Data Based on Speech Signal of the Biometric System User by Savchenko, A. V., Savchenko, V. V.

“…The article considers the problem of personal biometric data “aging” over time. A method has been proposed to overcome this problem by automatically updating…”
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Neural Network Model for Video-Based Analysis of Student’s Emotions in E-Learning by Savchenko, A. V., Makarov, I. A.

“…In this paper, we consider a problem of an automatic analysis of the emotional state of students during online classes based on video surveillance data. This…”
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Information-Theoretic Approach to the Problem of Automatic Image Recognition by Savchenko, A. V.

“…The problem of automatic half-tone image recognition from the large database is formulated. Its decision using data on a problem of statistical classification…”
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Modeling and Complex Analysis of the Topology Parameters of Ventilation Networks When Ensuring Fire Safety While Developing Coal and Gas Deposits by Bosikov, Igor Ivanovich, Martyushev, Nikita V., Klyuev, Roman V., Savchenko, Irina A., Kukartsev, Vladislav V., Kukartsev, Viktor A., Tynchenko, Yadviga A.

“…Underground mining, including underground coal mining, is accompanied by accidents and fire hazards that pose a threat to the life safety of miners. The fire…”
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Probabilistic neural network with homogeneity testing in recognition of discrete patterns set by Savchenko, A.V.

“…The article is devoted to pattern recognition task with the database containing small number of samples per class. By mapping of local continuous feature…”
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Maximum-likelihood dissimilarities in image recognition with deep neural networks by Savchenko, A.

“…In this paper we focus on the image recognition problem in the case of a small sample size based on the nearest neighbor rule and matching high-dimensional…”
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Method for Measuring Distortions in Speech Signals during Transmission over a Communication Channel to a Biometric Identification System by Savchenko, V. V., Savchenko, A. V.

“…The present paper discusses the problem of distortions in speech signals transmitted over a communication channel to a biometric system during voice-based…”
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Neutrophil extracellular traps form predominantly during the organizing stage of human venous thromboembolism development by Savchenko, A. S., Martinod, K., Seidman, M. A., Wong, S. L., Borissoff, J. I., Piazza, G., Libby, P., Goldhaber, S. Z., Mitchell, R. N., Wagner, D. D.

“…Summary Background A growing health problem, venous thromboembolism (VTE), including pulmonary embolism (PE) and deep vein thrombosis (DVT), requires refined…”
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Adaptive Method for Measuring a Fundamental Tone Frequency Using a Two-Level Autoregressive Model of Speech Signals by Savchenko, A. V., Savchenko, V. V.

“…The problem of determining a fundamental tone frequency of a speech signal in the presence of white Gaussian noise is examined. A method for measuring this…”
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Numerical Solution of the Boundary Value Problem for Internal Inertia-Gravity Waves by Vorotnikov, D. I., Savchenko, A. M.

“…The initial and boundary value problem for the equations of free internal inertia-gravity waves in an unconfined basin of constant depth is numerically…”
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Method for Measurement the Intensity of Speech Vowel Sounds Flow for Audiovisual Dialogue Information Systems by Savchenko, A. V., Savchenko, V. V.

“…The interaction of two types of modality of a system for processing audiovisual information in the problem of evaluating the emotional state of users of…”
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