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WAVELET ALGORITHMS FOR ESTIMATION OF NONSTATIONARY PROCESSES WITH FRACTAL STRUCTURE AND HAVING HETEROGENEITY AND DISORDERS

Informatika i sistemy upravleniya, 2017 (52), p.85-99

2017

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Optimal Estimation Using Deep Neural Networks Applied to Navigation and Motion Control

Journal of physics. Conference series, 2021-05, Vol.1864 (1), p.12012

2021

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Using the Ensemble of Deep Neural Networks for Normal and Abnormal Situations Detection and Recognition in the Continuous Video Stream of the Security System

Procedia computer science, 2019, Vol.150, p.532-539

2019

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COMPARISON OF WAVELETS CAPABILITY WITH KALMAN FILTERS FOR PROBLEMS OF NAVIGATION INFORMATION PROCESSING

Informatika i sistemy upravleniya, 2016 (47), p.82-94

2016

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PARAMETERS ESTIMATION OF THE MOBILE OBJECT TRAJECTORY MODELLED BY DECOMPOSITION WAVELET BASED FRACTIONAL WIENER PROCESS

Informatika i sistemy upravleniya, 2016 (50), p.76-86

2016

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Recognition of Abnormal Traffic Using Deep Neural Networks and Fuzzy Logic

2019 International Multi-Conference on Industrial Engineering and Modern Technologies (FarEastCon), 2019, p.01-05

2019

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Face Video Tracking Using Deep Neural Networks

2020 International Multi-Conference on Industrial Engineering and Modern Technologies (FarEastCon), 2020, p.1-6

2020

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Selecting Architecture and Parameters of Deep Neural Networks for Computer Attack Classification

2020 International Multi-Conference on Industrial Engineering and Modern Technologies (FarEastCon), 2020, p.1-6

2020

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Human Localization in the Video Stream Using the Algorithm Based on Growing Neural Gas and Fuzzy Inference

Procedia computer science, 2017, Vol.103, p.403-409

2017

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Deep Neural Network Method of Recognizing the Critical Situations for Transport Systems by Video Images

Procedia computer science, 2019, Vol.151, p.675-682

2019

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Computational Method Basing on Deep Neural Networks to Detect and Classify Defects, Appearing in Rivet Assemblies of Aircraft

2019 Twelfth International Conference "Management of large-scale system development" (MLSD), 2019, p.1-4

2019

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INTELLIGENT CONTROLLER FOR COMPANY ACCESS MONITORING AND CONTROL SYSTEM BASED ON VIDEO SURVEILLANCE

Informatika i sistemy upravleniya, 2019 (60), p.16-31

2019

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COMPUTATIONAL METHOD OF PATTERN RECOGNITION BY VIDEO IMAGES BASED ON THE USE OF DEEP NEURAL NETWORKS WITH CONVOLUTIONAL AND RECURRENT LAYERS WITH APPLICATIONS FOR TRANSPORTATION SYSTEMS

Informatika i sistemy upravleniya, 2019 (59), p.18-35

2019

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Detection and Recognition of Manufacturing Defects of Rivet Joints by their Video Images Using Deep Neural Networks

2019 International Multi-Conference on Industrial Engineering and Modern Technologies (FarEastCon), 2019, p.1-4

2019

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Fractional Kalman Type Filters for Estimating the State, Parameters, and Order of Fractional Dynamical System in Problems of Navigation Information Processing

2023 30th Saint Petersburg International Conference on Integrated Navigation Systems (ICINS), 2023, p.1-4

2023

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USE OF GENETIC ALGORITHM IN DEEP NEURAL NETWORKS CONFIGURATION FOR THE PURPOSES OF COMPUTER ATTACKS CLASSIFICATION

Informatika i sistemy upravleniya, 2020 (4), p.104-117

2020

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The Neural Network Method for Detection and Recognition of Moving Objects in Trajectory Tracking Tasks according to the Video Stream

2019 26th Saint Petersburg International Conference on Integrated Navigation Systems (ICINS), 2019, p.1-4

2019

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Synthesis of the Intelligent Information and Telecommunication System of Complex Security to Higher Educational Institution

2017 IEEE 11th International Conference on Application of Information and Communication Technologies (AICT), 2017, p.1-5

2017

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Design Concept of the Intelligent Information and Telecommunication System of University Security

2018 3rd Russian-Pacific Conference on Computer Technology and Applications (RPC), 2018, p.1-5

2018

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WAVELET NEURO-FUZZY HYBRID SYSTEM OF NONLINEAR ESTIMATION

Informatika i sistemy upravleniya, 2017 (54), p.105-113

2017

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Roadway gate automatic control system with the use of fuzzy inference and computer vision technologies

2017 12th IEEE Conference on Industrial Electronics and Applications (ICIEA), 2017, p.706-711

2017

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Identification of Potential Risks to System Security Using Wavelet Analysis, the Time-and-Frequency Distribution Indicator of the Time Series and the Correlation Analysis of Wavelet-Spectra

2018 International Multi-Conference on Industrial Engineering and Modern Technologies (FarEastCon), 2018, p.1-6

2018

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Detection and Recognition of Emergency Situations in Continuous Video Stream of Information and Telecommunication Systems

2018 International Multi-Conference on Industrial Engineering and Modern Technologies (FarEastCon), 2018, p.1-6

2018

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Random sequences optimal estimation by using regression and wavelets

2009 IEEE International Conference on Control and Automation, 2009, p.2293-2298

2009

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OPTIMAL ESTIMATION BY USING NEURAL NETWORKS

IFAC Proceedings Volumes, 2005, Vol.38 (1), p.236-241

2005

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WAVELET ALGORITHMS FOR ESTIMATION OF NONSTATIONARY PROCESSES WITH FRACTAL STRUCTURE AND HAVING HETEROGENEITY AND DISORDERS

Optimal Estimation Using Deep Neural Networks Applied to Navigation and Motion Control

Using the Ensemble of Deep Neural Networks for Normal and Abnormal Situations Detection and Recognition in the Continuous Video Stream of the Security System

COMPARISON OF WAVELETS CAPABILITY WITH KALMAN FILTERS FOR PROBLEMS OF NAVIGATION INFORMATION PROCESSING

PARAMETERS ESTIMATION OF THE MOBILE OBJECT TRAJECTORY MODELLED BY DECOMPOSITION WAVELET BASED FRACTIONAL WIENER PROCESS

Recognition of Abnormal Traffic Using Deep Neural Networks and Fuzzy Logic

Face Video Tracking Using Deep Neural Networks

Selecting Architecture and Parameters of Deep Neural Networks for Computer Attack Classification

Human Localization in the Video Stream Using the Algorithm Based on Growing Neural Gas and Fuzzy Inference

Deep Neural Network Method of Recognizing the Critical Situations for Transport Systems by Video Images

Computational Method Basing on Deep Neural Networks to Detect and Classify Defects, Appearing in Rivet Assemblies of Aircraft

INTELLIGENT CONTROLLER FOR COMPANY ACCESS MONITORING AND CONTROL SYSTEM BASED ON VIDEO SURVEILLANCE

COMPUTATIONAL METHOD OF PATTERN RECOGNITION BY VIDEO IMAGES BASED ON THE USE OF DEEP NEURAL NETWORKS WITH CONVOLUTIONAL AND RECURRENT LAYERS WITH APPLICATIONS FOR TRANSPORTATION SYSTEMS

Detection and Recognition of Manufacturing Defects of Rivet Joints by their Video Images Using Deep Neural Networks

Fractional Kalman Type Filters for Estimating the State, Parameters, and Order of Fractional Dynamical System in Problems of Navigation Information Processing

USE OF GENETIC ALGORITHM IN DEEP NEURAL NETWORKS CONFIGURATION FOR THE PURPOSES OF COMPUTER ATTACKS CLASSIFICATION

The Neural Network Method for Detection and Recognition of Moving Objects in Trajectory Tracking Tasks according to the Video Stream

Synthesis of the Intelligent Information and Telecommunication System of Complex Security to Higher Educational Institution

Design Concept of the Intelligent Information and Telecommunication System of University Security

WAVELET NEURO-FUZZY HYBRID SYSTEM OF NONLINEAR ESTIMATION

Roadway gate automatic control system with the use of fuzzy inference and computer vision technologies

Identification of Potential Risks to System Security Using Wavelet Analysis, the Time-and-Frequency Distribution Indicator of the Time Series and the Correlation Analysis of Wavelet-Spectra

Detection and Recognition of Emergency Situations in Continuous Video Stream of Information and Telecommunication Systems

Random sequences optimal estimation by using regression and wavelets

OPTIMAL ESTIMATION BY USING NEURAL NETWORKS

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