Nikolay Shilov 0001 - researchr alias

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Viewing Publication 1 - 18 from 18

2024

Remote Heart Rate Estimation Based on Transformer with Multi-Skip Connection Decoder: Method and Evaluation in the WildWalaa Othman, Alexey M. Kashevnik, Ammar Ali, Nikolay Shilov 0001, Dmitry Ryumin. sensors, 24(3):775, February 2024. [doi]

2023

Human-AI Collaboration Types and Standard Tasks for Decision Support: Production System Configuration Use CaseAlexander V. Smirnov 0001, Tatiana Levashova, Nikolay Shilov 0001. ICEIS 2023: 599-606 [doi]

Facilitating Enterprise Model Classification via Embedding Symbolic Knowledge into Neural Network ModelsAlexander V. Smirnov 0001, Nikolay Shilov 0001, Andrew Ponomarev. delta2 2023: 269-279 [doi]

Machine learning for enterprise modeling assistance: an investigation of the potential and proof of conceptNikolay Shilov 0001, Walaa Othman, Michael Fellmann, Kurt Sandkuhl. SoSyM, 22(2):619-646, April 2023. [doi]

Neural Network Model Combination for Video-Based Blood Pressure Estimation: New Approach and EvaluationBatol Hamoud, Alexey M. Kashevnik, Walaa Othman, Nikolay Shilov 0001. sensors, 23(4):1753, February 2023. [doi]

Contactless Oxygen Saturation Detection Based on Face Analysis: An Approach and Case StudyBatol Hamoud, Walaa Othman, Nikolay Shilov 0001, Alexey M. Kashevnik. fruct 2023: 54-62 [doi]

A Machine Learning-Based Correlation Analysis between Driver Behaviour and Vital Signs: Approach and Case StudyWalaa Othman, Batol Hamoud, Alexey M. Kashevnik, Nikolay Shilov 0001, Ammar Ali. sensors, 23(17):7387, September 2023. [doi]

2022

Comparative Analysis of Neural Translation Models based on Transformers ArchitectureAlexander V. Smirnov 0001, Nikolay Teslya, Nikolay Shilov 0001, Diethard Frank, Elena Minina, Martin Kovacs. ICEIS 2022: 586-593 [doi]

Product Configuration Automation: Digital Transformation Platform and Case StudyAlexander V. Smirnov 0001, Alexey M. Kashevnik, Nikolay Shilov 0001, Nikolay Teslya, Mikhail Petrov, Mario Sinko, Jens Arneving, Michael Humpf, Thorsten Kolmer. in4pl 2022: 115-122 [doi]

Quantitative Comparison of Translation by Transformers-Based Neural Network ModelsAlexander V. Smirnov 0001, Nikolay Teslya, Nikolay Shilov 0001, Diethard Frank, Elena Minina, Martin Kovacs. ICEIS 2023: 155-174 [doi]

Threats Detection during Human-Computer Interaction in Driver Monitoring SystemsAlexey M. Kashevnik, Andrew Ponomarev, Nikolay Shilov 0001, Andrey Chechulin. sensors, 22(6):2380, 2022. [doi]

Shopping Basket Analisys for Mining Equipment: Comparison and Evaluation of Modern MethodsEgor Nikitin, Alexey M. Kashevnik, Nikolay Shilov 0001. fruct 2022: 1-7 [doi]

DriverMVT: In-Cabin Dataset for Driver Monitoring including Video and Vehicle Telemetry InformationWalaa Othman, Alexey M. Kashevnik, Ammar Ali, Nikolay Shilov 0001. data, 7(5):62, 2022. [doi]

DriverSVT: Smartphone-Measured Vehicle Telemetry Data for Driver State IdentificationWalaa Othman, Alexey M. Kashevnik, Batol Hamoud, Nikolay Shilov 0001. data, 7(12):181, 2022. [doi]

Contactless Camera-Based Approach for Driver Respiratory Rate Estimation in Vehicle CabinWalaa Othman, Alexey M. Kashevnik, Igor Ryabchikov, Nikolay Shilov 0001. intellisys 2023: 429-442 [doi]

2021

Analytical Detection of a Mesh Vertex Being on the Inside of a Round Through-HoleAlexander V. Smirnov 0001, Nikolay Shilov 0001, Andrew Ponomarev, Thilo Streichert, Silvia Gramling, Thomas Streich. ifip5-1 2022: 215-224 [doi]

Spare Parts Sales Forecasting for Mining Equipment: Methods Analysis and EvaluationEgor Nikitin, Alexey M. Kashevnik, Nikolay Shilov 0001. isda 2022: 410-420 [doi]

2015

Service-Based Socio-Cyberphysical Network Modeling for Guided Self-OrganizationAlexander Smirnov, Nikolay Shilov 0001. centeris 2015: 290-297 [doi]

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