Andrew Ponomarev

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 51

Top Topics

Driver Assistance

Decision Support

Semantic Interoperability

Top Venues

Publications

Andrew Ponomarev, Anton Agafonov
Ontology-Based Explanations of Neural Networks: A User Perspective. HCI (51) (2024)
Alexander V. Smirnov, Nikolay Shilov, Andrew Ponomarev
Facilitating Enterprise Model Classification via Embedding Symbolic Knowledge into Neural Network Models. DeLTA (2023)
Anton Agafonov, Andrew Ponomarev
RevelioNN: Retrospective Extraction of Visual and Logical Insights for Ontology-Based Interpretation of Neural Networks. FRUCT (2023)
Alexander V. Smirnov, Andrew Ponomarev, Tatiana Levashova
Towards a Methodology for Developing Human-AI Collaborative Decision Support Systems. CHIRA (1) (2023)
Andrew Ponomarev, Anton Agafonov
Ontology Concept Extraction Algorithm for Deep Neural Networks. FRUCT (2022)
Kirill Uvarov, Andrew Ponomarev
Maintaining Vehicle Driver's State Using Personalized Interventions. FRUCT (2022)
Andrew Ponomarev, Anton Agafonov
Ontology-Based Post-Hoc Explanations via Simultaneous Concept Extraction. ICMLA (2022)
Anton Agafonov, Andrew Ponomarev
An Experiment on Localization of Ontology Concepts in Deep Convolutional Neural Networks. SoICT (2022)
Alexey M. Kashevnik, Andrew Ponomarev, Nikolay Shilov, Andrey Chechulin
Threats Detection during Human-Computer Interaction in Driver Monitoring Systems. Sensors 22 (6) (2022)
Andrew Ponomarev
Using Contextual Bandits for Maintaining Driver's Alertness via Personalized Interventions. ICMLA (2022)
Alexander V. Smirnov, Nikolay Shilov, Andrew Ponomarev, Thilo Streichert, Silvia Gramling, Thomas Streich
Analytical Detection of a Mesh Vertex Being on the Inside of a Round Through-Hole. PLM (2) (2021)
Alexander V. Smirnov, Andrew Ponomarev
Stimulating Self-Organization in Human-Machine Collective Intelligence Environment. CogSIMA (2021)
Alexander V. Smirnov, Tatiana Levashova, Andrew Ponomarev, Nikolay Shilov
Methodology for Multi-aspect Ontology Development - Use Case of DSS Based on Human-Machine Collective Intelligence. ICDSST (2021)
Andrew Ponomarev
Aggregation of Crowdsourced Ontology-Based Item Descriptions by Hierarchical Voting. CSW@VLDB (2021)
Alexander V. Smirnov, Andrew Ponomarev
Interoperability and Self-Organization in Human-Machine Collective Intelligence. SMC (2021)
Alexander V. Smirnov, Tatiana Levashova, Andrew Ponomarev, Nikolay Shilov
Methodology for Multi-Aspect Ontology Development: Ontology for Decision Support Based on Human-Machine Collective Intelligence. IEEE Access 9 (2021)
Alexander V. Smirnov, Andrew Ponomarev
Recommendation of Collaboration Patterns for Human-Machine Collective Intelligence. FRUCT (2021)
Andrew Ponomarev
Methods for Aggregating Crowdsourced Ontology-based Item Annotations. FRUCT (2021)
Kirill Uvarov, Andrew Ponomarev
Driver Identification with OBD-II Public Data. FRUCT (2021)
Alexander V. Smirnov, Nikolay Shilov, Andrew Ponomarev, Thilo Streichert, Silvia Gramling, Thomas Streich
Validating Results of 3D Finite Element Simulation for Mechanical Stress Evaluation using Machine Learning Techniques. IN4PL (2020)
Alexey M. Kashevnik, Andrew Ponomarev, Nikolay Shilov, Andrey Chechulin
In-Vehicle Situation Monitoring for Potential Threats Detection Based on Smartphone Sensors. Sensors 20 (18) (2020)
Alexander V. Smirnov, Nikolay Shilov, Andrew Ponomarev
Context-aware Knowledge Management for Socio-Cyber-Physical Systems: New Trends towards Human-machine Collective Intelligence. KDIR (2020)
Alexander V. Smirnov, Andrew Ponomarev
Human-Machine Collective Intelligence Environment for Decision Support: Conceptual and Technological Design. FRUCT (2020)
Andrew Ponomarev
Improving Search Quality in Crowdsourced Bib Number Tagging Systems Using Data Fusion. Inf. 11 (8) (2020)
Alexey M. Kashevnik, Andrew Ponomarev, Andrei Krasov
Human-Computer Threats Classification in Intelligent Transportation Systems. FRUCT (2020)
Alexander V. Smirnov, Nikolay Shilov, Andrew Ponomarev
Human-Computer Systems for Decision Support: From Cloud to Self-organizing Environments. CLOSER (Selected Papers) (2019)
Anna Burunova, Andrew Ponomarev, Nikolay Teslya
Enactable Electronic Contracts in E-Commerce: Models, Technologies and Architectures. FRUCT (2019)
Alexander V. Smirnov, Tatiana Levashova, Nikolay Shilov, Andrew Ponomarev
Multi-aspect Ontology for Interoperability in Human-machine Collective Intelligence Systems for Decision Support. KEOD (2019)
Alexander V. Smirnov, Andrew Ponomarev
Human-Machine Collective Intelligence Environment for Adaptive Decision Support. FRUCT (2019)
Alexander V. Smirnov, Nikolay Shilov, Andrew Ponomarev, Maksim Schekotov
Human-Computer Cloud: Application Platform and Dynamic Decision Support. CLOSER (2019)
Alexander V. Smirnov, Tatiana Levashova, Nikolay Shilov, Andrew Ponomarev
Human-Machine Collective Intelligence for Decision Support: Semantic Interoperability Based on Multi-Aspect Ontologies. JOWO (2019)
Andrew Ponomarev, Anastasiia Chernysheva
Adaptation and Personalization in Driver Assistance Systems. FRUCT (2019)
Alexander V. Smirnov, Andrew Ponomarev
Decision Support Based on Human-Machine Collective Intelligence: Major Challenges. NEW2AN (2019)
Alexander V. Smirnov, Nikolay Teslya, Andrew Ponomarev, Alexey M. Kashevnik
Profiling Contributors in the Human-Computer Cloud. SMARTCOMP (2018)
Alexander V. Smirnov, Andrew Ponomarev, Nikolay Shilov, Alexey M. Kashevnik, Nikolay Teslya
Ontology-Based Human-Computer Cloud for Decision Support: Architecture and Applications in Tourism. Int. J. Embed. Real Time Commun. Syst. 9 (1) (2018)
Alexander V. Smirnov, Andrew Ponomarev
Leveraging Human-Computer Cloud Architecture for Business Trip Resilience. BIR Workshops (2018)
Alexander V. Smirnov, Maksim Shchekotov, Nikolay Shilov, Andrew Ponomarev
Decision Support Service Based on Dynamic Resource Network Configuration in Human-Computer Cloud. FRUCT (2018)
Alexander V. Smirnov, Nikolay Shilov, Alexey M. Kashevnik, Andrew Ponomarev
Cyber-physical infomobility for tourism application. Int. J. Inf. Technol. Manag. 16 (1) (2017)
Alexander V. Smirnov, Andrew Ponomarev, Nikolay Teslya, Nikolay Shilov
Human-Computer Cloud for Smart Cities: Tourist Itinerary Planning Case Study. BIS (Workshops) (2017)
Alexander V. Smirnov, Andrew Ponomarev, Tatiana Levashova, Nikolay Shilov
Platform-as-a-Service for Human-Based Applications: Ontology-Driven Approach. SC² (2017)
Alexander V. Smirnov, Alexey M. Kashevnik, Andrew Ponomarev, Nikolay Shilov
Context-Aware Decision Support in Socio-Cyberphysical Systems: From Smart Space-Based Applications to Human-Computer Cloud Services. PAAMS (2017)
Alexander V. Smirnov, Andrew Ponomarev, Tatiana Levashova, Nikolay Shilov
Ontology-based cloud platform for human-driven applications. FRUCT (2017)
Alexander V. Smirnov, Alexey M. Kashevnik, Andrew Ponomarev
Context-based infomobility system for cultural heritage recommendation: Tourist Assistant - TAIS. Pers. Ubiquitous Comput. 21 (2) (2017)
Andrew Ponomarev
Community Photo Tagging: Engagement and Quality Study. WebSci (2017)
Alexander V. Smirnov, Andrew Ponomarev, Tatiana Levashova, Nikolay Teslya
Human-computer cloud for decision support in tourism: Approach and architecture. FRUCT (2016)
Nikolay Teslya, Andrew Ponomarev
Smart tourism destination support scenario based on human-computer cloud. FRUCT (2016)
Alexander V. Smirnov, Andrew Ponomarev, Tatiana Levashova, Nikolay Teslya
Decision support in tourism based on human-computer cloud. iiWAS (2016)
Alexander V. Smirnov, Andrew Ponomarev, Alexey M. Kashevnik
Multi-model Service for Recommending Tourist Attractions. ICEIS (Revised Selected Papers) (2016)
Kurt Sandkuhl, Alexander V. Smirnov, Andrew Ponomarev
Crowdsourcing in Business Process Outsourcing: An Exploratory Study on Factors Influencing Decision Making. BIR (2016)
Alexander V. Smirnov, Andrew Ponomarev, Alexey M. Kashevnik
Tourist Attraction Recommendation Service: An Approach, Architecture and Case Study. ICEIS (2) (2016)
Andrew Ponomarev
Recommending tourist locations based on data from photo sharing service: Method and algorithm. FRUCT (2016)
Alexander V. Smirnov, Andrew Ponomarev
Crowd Computing Framework for Geoinformation Tasks. IF&GIS (2015)
Dirk Stamer, Andrew Ponomarev, Nikolay Shilov, Alexander V. Smirnov
Technical Perspective on Using Information Demand Pattern in a Collaborative Recommendation System for Improving E-Mail Communication. Complex Syst. Informatics Model. Q. 2 (2015)
Andrew Ponomarev, Vladimir Parfenov
Verification-enabling interaction model for services in smart space: a TAIS case. FRUCT (2015)
Alexander V. Smirnov, Andrew Ponomarev
Privacy-preserving Hybrid Peer-to-Peer Recommendation System Architecture - Locality-Sensitive Hashing in Structured Overlay Network. ICEIS (2) (2015)
Alexander V. Smirnov, Andrew Ponomarev
Exploring Requirements for Multipurpose Crowd Computing Framework. ESOCC Workshops (2015)
Alexander V. Smirnov, Alexey M. Kashevnik, Andrew Ponomarev, Maksim Shchekotov, Kirill A. Kulakov
Application for e-Tourism: Intelligent Mobile Tourist Guide. IIAI-AAI (2015)
Alexander V. Smirnov, Andrew Ponomarev
Locality-Sensitive Hashing for Distributed Privacy-Preserving Collaborative Filtering: An Approach and System Architecture. ICEIS (Revised Selected Papers) (2015)
Alexander V. Smirnov, Alexey M. Kashevnik, Andrew Ponomarev, Nikolay Shilov, Nikolay Teslya
Proactive Recommendation System for m-Tourism Application. BIR (2014)
Alexander V. Smirnov, Alexey M. Kashevnik, Andrew Ponomarev, Nikolay Teslya, Maksim Shchekotov, Sergey I. Balandin
Smart Space-Based Tourist Recommendation System - Application for Mobile Devices. NEW2AN (2014)
Dirk Stamer, Andrew Ponomarev, Kurt Sandkuhl, Nikolay Shilov, Alexander V. Smirnov
Collaborative Recommendation System for Improved Information Logistics: Adaption of Information Demand Pattern in E-Mail Communication. ILOG@BIR (2014)
Alexander V. Smirnov, Alexey M. Kashevnik, Nikolay Shilov, Andrew Ponomarev
Smart Space-Based in-Vehicle Application for e-Tourism - Technological Framework and Implementation for Ford SYNC. NEW2AN (2014)
Alexander V. Smirnov, Andrew Ponomarev
A hybrid peer-to-peer recommendation system architecture based on locality-sensitive hashing. FRUCT (2014)
Alexander V. Smirnov, Alexey M. Kashevnik, Andrew Ponomarev, Nikolay Shilov
Location-based on-board system for e-tourism: Implementation for Ford SYNC. ICCVE (2014)
Alexander V. Smirnov, Alexey M. Kashevnik, Andrew Ponomarev, Nikolay Shilov, Maksim Shchekotov, Nikolay Teslya
Smart space-based intelligent mobile tourist guide: Service-based implementation. FRUCT (2014)
Leonid Sheremetov, Arturo González-Sánchez, Itzamá López-Yáñez, Andrew Ponomarev
Time Series Forecasting: Applications to the Upstream Oil and Gas Supply Chain. MIM (2013)
Alexander V. Smirnov, Alexey M. Kashevnik, Andrew Ponomarev, Nikolay Shilov, Maksim Shchekotov, Nikolay Teslya
Recommendation system for tourist attraction information service. FRUCT (2013)