Alexey M. Kashevnik - researchr alias

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2024

Audio-Visual Speech Recognition In-The-Wild: Multi-Angle Vehicle Cabin Corpus and Attention-Based MethodAlexandr Axyonov, Dmitry Ryumin, Denis Ivanko, Alexey M. Kashevnik, Alexey Karpov 0001. icassp 2024: 8195-8199 [doi]

OpenAV: Bilingual Dataset for Audio-Visual Voice Control of a Computer for Hand Disabled PeopleDenis Ivanko, Dmitry Ryumin, Alexandr Axyonov, Alexey M. Kashevnik, Alexey Karpov 0001. specom 2025: 163-173 [doi]

Novel Framework for Job Interview Processing Automation Based on Intelligent Video ProcessingKenan Kassab, Alexey M. Kashevnik. fruct 2024: 336-342 [doi]

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]

AI-Based Approach to One-Click Chronic Subdural Hematoma Segmentation Using Computed Tomography ImagesAndrey Petrov, Alexey M. Kashevnik, Mikhail Haleev, Ammar Ali, Arkady Ivanov, Konstantin Samochernykh, Larisa Rozhchenko, Vasiliy Bobinov. sensors, 24(3):721, February 2024. [doi]

Audio-visual speech recognition based on regulated transformer and spatio-temporal fusion strategy for driver assistive systemsDmitry Ryumin, Alexandr Axyonov, Elena Ryumina, Denis Ivanko, Alexey M. Kashevnik, Alexey Karpov 0001. eswa, 252:124159, 2024. [doi]

Analysis of the Vehicle Maneuver and Driver Emotion: Methodology and Results DiscussionVarvara Shushkova, Alexey M. Kashevnik, Yulia Rzhonsnitskaya, Alexey Blazhenov. fruct 2024: 699-706 [doi]

2023

Human Operator Gaze Movement Characteristics Analysis for Fatigue DetectionAlexandr Bulygin, Alexey M. Kashevnik. fruct 2023: 27-34 [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]

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]

EMO-AVSR: Two-Level Approach for Audio-Visual Emotional Speech RecognitionDenis Ivanko, Elena Ryumina, Dmitry Ryumin, Alexandr Axyonov, Alexey M. Kashevnik, Alexey Karpov 0001. specom 2023: 18-31 [doi]

Vehicle Offline Localization Based on Computer Vision: an Approach Based on Image Matching Retrieval Algorithms and ImplementationAlexey M. Kashevnik, Ammar Ali. fruct 2023: 125-131 [doi]

Intelligent Service for Hybrid Analysis of Continuous Mental Processes Based on EEG and Video DataAlexey M. Kashevnik, Eduard Glekler, Andrey Stankevich, Marina Stradina, Ekaterina Kucheruk. fruct 2023: 66-72 [doi]

Human Sales Ability Estimation Based on Interview Video AnalysisKenan Kassab, Alexey M. Kashevnik, Eduard Glekler, Alexander Mayatin. fruct 2023: 132-138 [doi]

VPTD: Human Face Video Dataset for Personality Traits DetectionKenan Kassab, Alexey M. Kashevnik, Alexander Mayatin, Dmitry Zubok. data, 8(7):113, 2023. [doi]

OperatorEYEVP: Operator Dataset for Fatigue Detection Based on Eye Movements, Heart Rate Data, and Video InformationSvetlana Kovalenko, Anton Mamonov, Vladislav Kuznetsov, Alexandr Bulygin, Irina Shoshina, Ivan Brak, Alexey M. Kashevnik. sensors, 23(13):6197, July 2023. [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

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]

Methodology for in-the-Wild Driver Monitoring Dataset FormationAlexandr Bulygin, Alexey M. Kashevnik. fruct 2022: 1-7 [doi]

RUSAVIC Corpus: Russian Audio-Visual Speech in CarsDenis Ivanko, Alexandr Axyonov, Dmitry Ryumin, Alexey M. Kashevnik, Alexey Karpov 0001. lrec 2022: 1555-1559 [doi]

MIDriveSafely: Multimodal Interaction for Drive SafelyDenis Ivanko, Alexey M. Kashevnik, Dmitry Ryumin, Andrey Kitenko, Alexandr Axyonov, Igor Lashkov, Alexey Karpov 0001. icmi 2022: 733-735 [doi]

DAVIS: Driver's Audio-Visual Speech recognitionDenis Ivanko, Dmitry Ryumin, Alexey M. Kashevnik, Alexandr Axyonov, Andrey Kitenko, Igor Lashkov, Alexey Karpov 0001. interspeech 2022: 1141-1142 [doi]

3D Vehicle Detection and Segmentation Based on EfficientNetB3 and CenterNet Residual BlocksAlexey M. Kashevnik, Ammar Ali. sensors, 22(20):7990, 2022. [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]

Smart Mobility Support for Vehicle-based Tourism: Theoretical and Technological FoundationsSergey Mikhailov, Alexey M. Kashevnik, Alexander V. Smirnov 0001, Vladimir Parfenov. vehits 2022: 105-115 [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]

Video-Based Real-Time Heart Rate Detection for Drivers Inside the Cabin Using a SmartphoneWalaa Othman, Alexey M. Kashevnik. iotais 2022: 142-146 [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]

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]

2021

Early-identification of Human Resource Trends and Innovations through Web-scraping TechnologyAlexander V. Smirnov 0001, Nikolay Shilov, Alexey M. Kashevnik, Mikhail Petrov, Simon Brugger, Tefik Ismaili. ICEIS 2021: 642-651 [doi]

Image-Based Fatigue Detection of Vehicle Driver: State-of-the-Art and Reference ModelAlexandr Bulygin, Alexey M. Kashevnik. fruct 2021: 24-31 [doi]

State-of-the-Art Analysis of Modern Drowsiness Detection Algorithms Based on Computer VisionFudail Hasan, Alexey M. Kashevnik. fruct 2021: 141-149 [doi]

Speaker-Dependent Visual Command Recognition in Vehicle Cabin: Methodology and EvaluationDenis Ivanko, Dmitry Ryumin, Alexandr Axyonov, Alexey M. Kashevnik. specom 2021: 291-302 [doi]

Comparison Platform Design for Neural Network Models Evaluation in Driver Monitoring SystemsAlexey M. Kashevnik, Ammar Ali. fruct 2021: 151-157 [doi]

Driver Distraction Detection Methods: A Literature Review and FrameworkAlexey M. Kashevnik, Roman Shchedrin, Christian Kaiser, Alexander Stocker. access, 9:60063-60076, 2021. [doi]

Multimodal Corpus Design for Audio-Visual Speech Recognition in Vehicle CabinAlexey M. Kashevnik, Igor Lashkov, Alexandr Axyonov, Denis Ivanko, Dmitry Ryumin, Artem Kolchin, Alexey Karpov 0001. access, 9:34986-35003, 2021. [doi]

Estimation of Motion and Respiratory Characteristics during the Meditation Practice Based on Video AnalysisAlexey M. Kashevnik, Walaa Othman, Igor Ryabchikov, Nikolay Shilov. sensors, 21(11):3771, 2021. [doi]

A Multimodal Approach to Psycho-Emotional State Detection of a Vehicle DriverIgor Lashkov, Alexey M. Kashevnik. intellisys 2022: 574-585 [doi]

Aggressive Behavior Detection Based on Driver Heart Rate and Hand Movement DataIgor Lashkov, Alexey M. Kashevnik. itsc 2021: 1490-1495 [doi]

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

An Effort to Detect Vehicle Driver's Drowsy State Based on the Speed AnalysisNikolay Shilov, Alexey M. Kashevnik. fruct 2021: 324-329 [doi]

2020

Motivational and Personalization Strategies for Human Activities in Everyday LifeAlexey M. Kashevnik, Mikhail Kruglov, Nikita Saveliev, Vladimir Parfenov, Alexander Mayatin. fruct 2020: 136-142 [doi]

Human Psychophysiological Activity Estimation Based on Smartphone Camera and Wearable ElectronicsAlexey M. Kashevnik, Mikhail Kruglov, Igor Lashkov, Nikolay Teslya, Polina Mikhailova, Evgeny Ripachev, Vladislav Malutin, Nikita Saveliev, Igor Ryabchikov. fi, 12(7):111, 2020. [doi]

Methodology and Mobile Application for Driver Behavior Analysis and Accident PreventionAlexey M. Kashevnik, Igor Lashkov, Andrei V. Gurtov. tits, 21(6):2427-2436, 2020. [doi]

Seat Belt Fastness Detection Based on Image Analysis from Vehicle In-abin CameraAlexey M. Kashevnik, Ammar Ali, Igor Lashkov, Nikolay Shilov. fruct 2020: 143-150 [doi]

In-Vehicle Situation Monitoring for Potential Threats Detection Based on Smartphone SensorsAlexey M. Kashevnik, Andrew Ponomarev, Nikolay Shilov, Andrey Chechulin. sensors, 20(18):5049, 2020. [doi]

Dangerous State Detection in Vehicle Cabin Based on Audiovisual Analysis with Smartphone SensorsIgor Lashkov, Alexey M. Kashevnik, Nikolay Shilov. intellisys 2021: 789-799 [doi]

AI-Based Driving Data Analysis for Behavior Recognition in Vehicle CabinFriedrich Lindow, Christian Kaiser, Alexey M. Kashevnik, Alexander Stocker. fruct 2020: 116-125 [doi]

Tourist Behaviour Analysis Based on Digital Pattern of Life - An Approach and Case StudySergei Mikhailov, Alexey M. Kashevnik. fi, 12(10):165, 2020. [doi]

Tourist Behaviour Analysis Based on Digital Pattern of LifeSergei Mikhailov, Alexey M. Kashevnik, Alexander V. Smirnov 0001. codit 2020: 622-627 [doi]

2019

Competence-Based Language Expert Network for Translation Business Process ManagementAlexander V. Smirnov 0001, Alexey M. Kashevnik, Mikhail Petrov, Nikolay Shilov, Tilman Schäfer, Thomas Jung. fruct 2019: 279-284 [doi]

Individual Client Strategies for Active Control of Information-Driven Service Construction in IoT-enabled Smart SpacesOlga I. Bogoiavlenskaia, Andrey S. Vdovenko, Dmitry G. Korzun, Alexey M. Kashevnik. ijdst, 10(2):20-36, 2019. [doi]

Identifying HCI Patterns for the Support of Participatory Enterprise Modeling on Multi-touch TablesAnne Gutschmidt, Valentina Sauer, Kurt Sandkuhl, Alexey M. Kashevnik. ifip8-1 2019: 118-133 [doi]

Ridesharing for Carsharing Service Provider: Driver and Pedestrian Route MatchingAlexey M. Kashevnik, Nikolay Teslya, Sergey Mikhailov, Mikhail Petrov, Anton I. Shabaev, Andrey Krasov. fruct 2019: 146-152 [doi]

Context-Driven Tour Planning Service: An Approach Based on Synthetic Coordinates RecommendationAlexey M. Kashevnik, Sergei Mikhailov, Harris Papadakis, Paraskevi Fragopoulou. fruct 2019: 140-147 [doi]

Intelligent Driver Decision Support System in Vehicle Cabin: Reference Model for Dangerous Events Recognition and LearningAlexey M. Kashevnik, Igor Lashkov. icca 2019: 27-31 [doi]

Driver Intelligent Support System in Internet of Transportation Things: Smartphone-Based ApproachAlexey M. Kashevnik, Igor Lashkov, Nikolay Teslya. sysose 2019: 170-175 [doi]

Smartphone-Based Driver Support in Vehicle Cabin: Human-Computer Interaction InterfaceAlexey M. Kashevnik, Igor Lashkov, Dmitry Ryumin, Alexey Karpov 0001. icr 2019: 129-138 [doi]

Smartphone-Based Intelligent Driver Assistant: Context Model and Dangerous State Recognition SchemeIgor Lashkov, Alexey M. Kashevnik. intellisys 2020: 152-165 [doi]

Driver Dangerous State Detection Based on OpenCV & Dlib Libraries Using Mobile Video ProcessingIgor Lashkov, Alexey M. Kashevnik, Nikolay Shilov, Vladimir Parfenov, Anton I. Shabaev. cse 2019: 74-79 [doi]

Intelligent Content Management System for Tourism Smart Mobility: Approach and Cloud-based Android ApplicationAlexander V. Smirnov, Alexey M. Kashevnik, Nikolay Shilov, Sergei Mikhailov, Oleg Gusikhin, Harry Martinez. vehits 2019: 426-433 [doi]

2018

Enterprise Ontology for Service Interoperability in Socio-Cyber-Physical SystemsAlexander V. Smirnov 0001, Tatiana Levashova, Alexey M. Kashevnik. iesa 2019: 203-213 [doi]

Web-Service for Drive Safely System User Analysis: Architecture and ImplementationAleksandr Fedotov, Igor Lashkov, Alexey M. Kashevnik. fruct 2018: 40-47 [doi]

Decision Support System for Drivers & Passengers: Smartphone-Based Reference Model and EvaluationAlexey M. Kashevnik, Igor Lashkov. fruct 2018: 166-171 [doi]

Ontology-Based Human-Robot Interaction: An Approach and Case Study on Adaptive Remote Control InterfaceAlexey M. Kashevnik, Darya Kalyazina, Vladimir Parfenov, Anton I. Shabaev, Olesya Baraniuc, Igor Lashkov, Maksim Khegai. icr 2018: 116-125 [doi]

Dangerous Situation Prediction and Driving Statistics Accumulation Using SmartphoneAlexey M. Kashevnik, Alexander Fedotov, Igor Lashkov. is 2018: 521-527 [doi]

Context-Based Cyclist Intelligent Support: An Approach to e-Bike Control Based on Smartphone SensorsAlexey M. Kashevnik, Francesco Pilla, Giovanni Russo 0002, David Timoney, Shaun Sweeney, Robert Shorten, Rodrigo H. Ordóñez-Hurtado. new2an 2018: 16-22 [doi]

An Ontology for Service Semantic Interoperability in the Smartphone-Based Tourist Trip Planning SystemSergey Mikhailov, Alexey M. Kashevnik. fruct 2018: 240-245 [doi]

Expert Group Formation for Task Performing: Competence-Based Method and ImplementationMikhail Petrov, Alexey M. Kashevnik. fruct 2018: 315-320 [doi]

Context-Aware Generation of Personalized Audio Tours: Approach and EvaluationNikolay Shilov, Alexey M. Kashevnik, Sergey Mikhailov. specom 2018: 615-624 [doi]

Profiling Contributors in the Human-Computer CloudAlexander V. Smirnov, Nikolay Teslya, Andrew Ponomarev, Alexey M. Kashevnik. smartcomp 2018: 327-332 [doi]

2017

Context-based driver support system development: Methodology and case studyAlexey M. Kashevnik, Igor Lashkov, Vladimir Parfenov, Nikolay Mustafin, Olesya Baraniuc. fruct 2017: 162-171 [doi]

Smart Spaces-Based Application Development: M3 Architecture, Design Principles, Use Cases, and EvaluationDmitry G. Korzun, Sergey I. Balandin, Alexey M. Kashevnik, Alexander V. Smirnov, Andrei V. Gurtov. ijertcs, 8(2):66-100, 2017. [doi]

Context-Aware Routing Service for an Intelligent Mobile-Tourist GuideAlexander V. Smirnov, Nikolay Teslya, Alexey M. Kashevnik. ifgis 2018: 243-258 [doi]

Context-based infomobility system for cultural heritage recommendation: Tourist Assistant - TAISAlexander V. Smirnov, Alexey M. Kashevnik, Andrew Ponomarev. puc, 21(2):297-311, 2017. [doi]

Digital signage and targeted advertisement based on personal preferences and digital business modelsMatthias Wißotzki, Kurt Sandkuhl, Alexander V. Smirnov, Alexey M. Kashevnik, Nikolay Shilov. fruct 2017: 374-381 [doi]

2015

The Smart-M3 Platform: Experience of Smart Space Application Development for Internet of ThingsDmitry G. Korzun, Alexey M. Kashevnik, Sergey I. Balandin, Alexander V. Smirnov. new2an 2015: 56-67 [doi]

2013

2012

Context-Aware Web-Service Coordination for Emergency Response in Smart EnvironmentAlexander V. Smirnov 0001, Tatiana Levashova, Alexey M. Kashevnik, Nikolay Shilov. In Mehul Bhatt, Hans W. Guesgen, editors, Situational Awareness for Assistive Technologies. Volume 14 of Ambient Intelligence and Smart Environments, pages 140-164, IOS Press, 2012. [doi]

Comparative analysis of indoor positioning systems based on communications supported by smartphonesAlexey M. Kashevnik, Maxim Shchekotov. fruct 2012: 1-6 [doi]

Smart space logistic service for real-time ridesharingAlexey M. Kashevnik, Nikolay Teslya, Nikolay Shilov. fruct 2012: 53-62 [doi]

2011

Development of the on-the-fly ontology matching model for smart spacesAlexander V. Smirnov, Alexey M. Kashevnik, Nikolay Shilov, Sergey I. Balandin, Ian Oliver, Sergey Boldyrev. ccnc 2011: 808-809 [doi]

Principles of ontology matching, translation and interpretation in smart spacesAlexander V. Smirnov, Alexey M. Kashevnik, Nikolay Shilov, Sergey Igorevich Balandin, Ian Oliver, Sergey Boldyrev. ccnc 2011: 158-162 [doi]

2008

Service-Based Architecture for Ontology-Driven Information Integration in Dynamic LogisticsAlexander V. Smirnov, Tatiana Levashova, Nikolay Shilov, Alexey M. Kashevnik. mbsdi 2008: 91-101 [doi]

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