Golovnin, Oleg K.

2025

• 1 Ivaschenko A.V., Golovnin O.K., Golovnina A. etc. AN ASSEMBLED MODEL OF MULTILAYER GEOINFORMATION SPACE-TIME; [КОМБИНИРОВАННАЯ ГЕОИНФОРМАЦИОННАЯ МНОГОСЛОЙНАЯ ПРОСТРАНСТВЕННО-ВРЕМЕННАЯ МОДЕЛЬ] // Informatics and Automation 2025. — Vol. 24. Issue 2. № 2. — P. 684-711

2023

• 1 Ivaschenko A., Avsievich V., Golovnin O. etc. Production Control Based on a Quality Guarantor Computer Vision System // Studies in Systems, Decision and Control 2023. — Issue 457. № 457. — P. 85-95
• 2 Golovnin O., Ivaschenko A., Krivosheev A. etc. Socio-Economic Sustainability Monitoring Based on Intelligent Analysis of Social Media // Studies in Systems, Decision and Control 2023. — Issue 457. № 457. — P. 369-381
• 3 Golovnin O., Dubinina I., Ivaschenko A. etc. Social Climate Analysis based on Open Data // 2023 IX International Conference on Information Technology and Nanotechnology (ITNT). — 2023. —
• 4 Ivaschenko A., Golovnin O., Avsievich V. etc. Intelligent Quality Guarantor Model for Computer Vision Based Quality Control // Lecture Notes in Networks and Systems. — 2023. — Vol. 628 LNNS. — P. 1-9
• 5 Golovnin O., Pleshanov D.E., Stolbova A. Data Mining for public channels and groups in Telegram messenger // Proceedings of SPIE - The International Society for Optical Engineering. — 2023. — Vol. 12564.
• 6 Ivaschenko A., Golovnin O., Syusin I.A. etc. Ontology Based Text Understanding and Text Generation for Legal Technology Applications // Lecture Notes in Networks and Systems. — 2023. — Vol. 739 LNNS. — P. 1080-1089
• 7 Ivaschenko A., Dubinina I., Golovnin O. etc. Digital Integrated Monitoring Platform for Intelligent Social Analysis // Communications in Computer and Information Science. — 2023. — Vol. 1909 CCIS. — P. 365-376
• 8 Stolbova A., Malyshev A.A., Golovnin O. Two-step intelligent approach for photo image fragment forgery detection and identification // Proceedings of SPIE - The International Society for Optical Engineering. — 2023. — Vol. 12564.

2022

• 1 Ivaschenko A., Dodonova E., Dubinina I. etc. Timeline Branching Method for Social Systems Monitoring and Simulation // Lecture Notes in Networks and Systems. — 2022. — Vol. 506 LNNS. — P. 92-102
• 2 Mitrofanov A., Ivaschenko A., Avsievich A. etc. Indirect Fuel Rationing for a Special Self-Propelled Rolling Stock // Energies 2022. — Vol. 15. Issue 3.
• 3 Golovnin O.K., Yarmov R.V. Universal Convolutional Neural Network for Recognition of Traffic Lights and Road Signs in Video Frames // Smart Innovation, Systems and Technologies. — 2022. — Vol. 272. — P. 459-468
• 4 Stolbova A., Dyakonov V.Yu., Golovnin O. Software Tools of the Brain-Computer Interface for Electroencephalograms Analysis based on Continuous Wavelet Transform // 2022 8th International Conference on Information Technology and Nanotechnology, ITNT 2022. — 2022. —

2021

• 1 Golovnin O., Perevozchikov N. E-STGCN: Enhanced Spatial-Temporal Graph Convolutional Network for Road Traffic Forecasting // Proceedings of ITNT 2021 - 7th IEEE International Conference on Information Technology and Nanotechnology. — 2021. —
• 2 Golovnin O., Rybnikov D. Benchmarking of Feature Detectors and Matchers using OpenCV-Python Wrapper // Proceedings of ITNT 2021 - 7th IEEE International Conference on Information Technology and Nanotechnology. — 2021. —
• 3 Ivaschenko A., Dodonova E., Stolbova A. etc. Semantic Consolidation of Data Market Digital Services // Studies in Systems, Decision and Control 2021. — Vol. 337. — P. 498-509
• 4 Golovnin O., Privalov A., Stolbova A. etc. Audio-Based Vehicle Detection Implementing Artificial Intelligence // Studies in Systems, Decision and Control 2021. — Vol. 337. — P. 627-638
• 5 Ivaschenko A., Krivosheev A., Stolbova A. etc. Hybridization of intelligent solutions architecture for text understanding and text generation // Applied Sciences (Switzerland) 2021. — Vol. 11. Issue 11.
• 6 Golovnin O.K., Igonina A.A. Decision support system for location selection of convenience stores and retail facilities using optimization techniques and GIS // OMFI-2021. — 2021. — Vol. 2134. Issue 1.
• 7 Ivaschenko A., Maslennikov S., Stolbova A. etc. Multi-Layer data model of a complex transportation network // International Journal of Embedded and Real-Time Communication Systems 2021. — Vol. 12. Issue 2. — P. 21-36
• 8 Ivaschenko A., Maslennikov S., Stolbova A. etc. Multi-layer Parallelization in Transportation Management Software // Communications in Computer and Information Science. — 2021. — Vol. 1417 CCIS. — P. 44-51

2020

• 1 Perevozchikov N.D., Golovnin O. Decision-Making Support for Supervisory Control of Non-Banking Financial Institutions // Advances in Intelligent Systems Research. — 2020. — Vol. 174. — P. 52-57
• 2 Golovnin O.K. Data federation through on-demand queries in intelligent transport systems // Journal of Physics: Conference Series. — 2020. — Vol. 1694. Issue 1.
• 3 Pupynin K.V., Golovnin O. A Microscopic Traffic Simulation Web Toolkit // Advances in Intelligent Systems Research. — 2020. — Vol. 174. — P. 58-61
• 4 Golovnin O.K. An Embedded Equipment Concept for UAV Mission Control // 2020 International Multi-Conference on Industrial Engineering and Modern Technologies, FarEastCon 2020. — 2020. —
• 5 Golovnin O.K., Rybnikov D.V. Video Processing Method for High-Definition Maps Generation // 2020 International Multi-Conference on Industrial Engineering and Modern Technologies, FarEastCon 2020. — 2020. —
• 6 Ivaschenko A., Stolbova A., Golovnin O. Data Market Implementation to Match Retail Customer Buying Versus Social Media Activity // Advances in Intelligent Systems and Computing. — 2020. — Vol. 1228 AISC. — P. 363-372
• 7 Ivaschenko A., Maslennikov S., Stolbova A. etc. Multi-layer Data Model for Transportation Logistics Solutions // Conference of Open Innovation Association, FRUCT. — 2020. — Vol. 2020-April. — P. 124-129
• 8 Golovnin O., Sidorova E. Operational forecasting of road traffic accidents via neural network analysis of big data // CEUR Workshop Proceedings. — 2020. — Vol. 2667. — P. 23-26

2019

• 1 Ivaschenko A., Stolbova A., Golovnin O. Spatial Clustering Based on Analysis of Big Data in Digital Marketing // Communications in Computer and Information Science. — 2019. — Vol. 1093. — P. 335-347
• 2 Golovnin O.K. Data-driven profiling of traffic flow with varying road conditions // CEUR Workshop Proceedings. — 2019. — Vol. 2416. — P. 149-157
• 3 Mikheeva T., Mikheev S., Golovnin O. Pattern model stratification to decision-making support of transport infrastructure management // VEHITS 2019 - Proceedings of the 5th International Conference on Vehicle Technology and Intelligent Transport Systems. — 2019. — P. 498-504
• 4 Bykov D., Frank E., Surnin O. etc. Samara Polytech Innovation: Digital Campus 2.0 // Proceedings - 2019 21st International Conference "Complex Systems: Control and Modeling Problems", CSCMP 2019. — 2019. — Vol. 2019-September. — P. 49-53
• 5 Privalov A.S., Golovnin Oleg Konstantinovich System of audio mining for obtaining traffic flow characteristics // 7th All-Russian Scientific Conference "Information Technologies for Intelligent Decision Making Support". — 2019. — Vol. 1. — P. 7-10
• 6 Pupynin K.V., Golovnin Oleg Konstantinovich Microscopic simulation modelling of self-organized car networks // 7th All-Russian Scientific Conference "Information Technologies for Intelligent Decision Making Support". — 2019. — Vol. 1. — P. 17-20
• 7 Mavlyutov V.D., Golovnin Oleg Konstantinovich Radio frequency identification system for transport infrastructure monitoring // 7th All-Russian Scientific Conference "Information Technologies for Intelligent Decision Making Support". — 2019. — Vol. 1. — P. 56-60
• 8 Golovnin O.K., Stolbova A.A. Wavelet analysis as a tool for studying the road traffic characteristics in the context of intelligent transport systems with incomplete data // SPIIRAS Proceedings 2019. — Vol. 18. Issue 2. — P. 326-353
• 9 Golovnin O.K., Pupynin K.V., Privalov A.S. A Web-Oriented Approach for Urban Road Traffic Simulation // 2019 International Multi-Conference on Industrial Engineering and Modern Technologies, FarEastCon 2019. — 2019. —
• 10 Golovnin Oleg Konstantinovich, Stolbova A.A. Вейвлет-анализ как инструмент исследования характеристик дорожного движения для интеллектуальных транспортных систем в условиях недостающих данных // SPIIRAS Proceedings 2019. — Vol. 18. № 2. — P. 326-353
• 11 Mikheeva T.I., Osmushin A.A., Mikheev S.V. etc. GIS-based models for transport network emergency management // Journal of Physics: Conference Series. — 2019. — Vol. 1353. Issue 1.
• 12 Golovnin O., Stolbova A., Ostroglazov N. An analysis of road traffic flow characteristics using wavelet transform // Studies in Systems, Decision and Control 2019. — Vol. 199. — P. 433-445
• 13 Surnin O., Ivaschenko A., Sitnikov P. etc. Urban Public Transport Digital Planning based on an Intelligent Transportation System // Conference of Open Innovation Association, FRUCT. — 2019. — P. 292-298
• 14 Mavlyutov V., Golovnin O. A road sign inventory system based on radio-frequency identification // CEUR Workshop Proceedings. — 2019. — Vol. 2525.
• 15 Golovnin O.K., Privalov A.S., Pupynin K.V. Vehicle Detection in Audio Recordings by Machine Learning // 2019 International Multi-Conference on Industrial Engineering and Modern Technologies, FarEastCon 2019. — 2019. —

2018

• 1 Golovnin O.K., Mikheeva T.I. Attribute-driven network-centric urban transport process control system modeling // Journal of Physics: Conference Series. — 2018. — Vol. 1096. Issue 1.
• 2 Ostroglazov N., Golovnin O., Mikheeva T. System analysis and processing of transport infrastructure information // CEUR Workshop Proceedings. — 2018. — Vol. 2298.
• 3 Golovnin O., Ostroglazov N., Mikheeva T. “Flight map” modelling intellectual geoinformation system for urban areas cargo delivery by unmanned aerial vehicle // VEHITS 2018 - Proceedings of the 4th International Conference on Vehicle Technology and Intelligent Transport Systems. — 2018. — Vol. 2018-March. — P. 277-282

2017

• 1 Golovnin O., Fedoseev A., Mikheeva T. Intelligent geographic information platform for transport process analysis // CEUR Workshop Proceedings. — 2017. — Vol. 1901. — P. 78-85
• 2 Fedoseev A.A., Golovnin O.K., Mikheeva T.I. An approach for GIS-based transport infrastructure model synthesis on the basis of hyperspectral information // Procedia Engineering. — 2017. — Vol. 201. — P. 363-371
• 3 Golovnin O., Mikheeva T. Detailed models and network-centric technologies of transport process management // 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems, MT-ITS 2017 - Proceedings. — 2017. — P. 768-773

2014

• 1 Golovnin O.K., Mikheeva T.I., Klyuchnikov V.A. Territorial Management using ITSGIS // Intelligent Technologies for Information Processing and Management. — 2014. — P. 211-214
• 2 Klyuchnikov V.A., Golovnin O.K., Mikheeva T.I. Hardware and software system of highway survey, inventory, and certification // Intelligent Technologies for Information Processing and Management. — 2014. — P. 41-44

2013

• 1 Mikheeva T.I., Sidorov A.V., Golovnin O.K. Geoinformation Technologies for Development of Reference System of Urban Infrastructure // 15th international workshop on computer science and information technologies CSIT’2013. — 2013. — P. 96-99
• 2 Golovnin O.K., Osmushin A.A., Mikhaylov D.A. Corporate Accounting Information System of Urban Infrastructure on the basis of Geographic Information Platform "ITSGIS" // 15th international workshop on computer science and information technologies CSIT’2013. — 2013. — P. 110-114

2012

• 1 Mikheeva T.I., Mikheev S.V., Golovnin O.K. Hardware-software complex of management of interactive content // 14th international workshop on computer science and information technologies CSIT’2012. — 2012. — P. 63-65
• 2 Mikheeva T.I., Mikheev S.V., Golovnin O.K. etc. Interactive content management in the system "Infomatriks" // 14th international workshop on computer science and information technologies CSIT’2012. — 2012. — P. 285-289