Andrew Ponomarev

According to our database, Andrew Ponomarev authored at least 70 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Ontology-Based Neuro-Symbolic AI: Effects on Prediction Quality and Explainability.

Alexander V. Smirnov, Andrew Ponomarev, Anton Agafonov

IEEE Access, 2024

A Simple Heuristic for Controlling Human Workload in Learning to Defer.

Andrew Ponomarev

Proceedings of the Pattern Recognition - 27th International Conference, 2024

Ontology-Based Explanations of Neural Networks: A User Perspective.

Andrew Ponomarev, Anton Agafonov

Proceedings of the Artificial Intelligence in HCI, 2024

2023

Ontology-Based Post-Hoc Neural Network Explanations Via Simultaneous Concept Extraction.

Andrew Ponomarev, Anton Agafonov

Proceedings of the Intelligent Systems and Applications, 2023

RevelioNN: Retrospective Extraction of Visual and Logical Insights for Ontology-Based Interpretation of Neural Networks.

Anton Agafonov, Andrew Ponomarev

Proceedings of the 34th Conference of Open Innovations Association, 2023

Facilitating Enterprise Model Classification via Embedding Symbolic Knowledge into Neural Network Models.

Alexander V. Smirnov, Nikolay Shilov, Andrew Ponomarev

Proceedings of the Deep Learning Theory and Applications - 4th International Conference, 2023

Towards a Methodology for Developing Human-AI Collaborative Decision Support Systems.

Alexander V. Smirnov, Andrew Ponomarev, Tatiana Levashova

Proceedings of the Computer-Human Interaction Research and Applications, 2023

2022

Threats Detection during Human-Computer Interaction in Driver Monitoring Systems.

Alexey M. Kashevnik, Andrew Ponomarev, Nikolay Shilov, Andrey Chechulin

Sensors, 2022

An Experiment on Localization of Ontology Concepts in Deep Convolutional Neural Networks.

Anton Agafonov, Andrew Ponomarev

Proceedings of the 11th International Symposium on Information and Communication Technology, 2022

Ontology-Based Post-Hoc Explanations via Simultaneous Concept Extraction.

Andrew Ponomarev, Anton Agafonov

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

Using Contextual Bandits for Maintaining Driver's Alertness via Personalized Interventions.

Andrew Ponomarev

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

Maintaining Vehicle Driver's State Using Personalized Interventions.

Kirill Uvarov, Andrew Ponomarev

Proceedings of the 31st Conference of Open Innovations Association, 2022

Ontology Concept Extraction Algorithm for Deep Neural Networks.

Andrew Ponomarev, Anton Agafonov

Proceedings of the 32nd Conference of Open Innovations Association, 2022

2021

Methodology for Multi-Aspect Ontology Development: Ontology for Decision Support Based on Human-Machine Collective Intelligence.

Alexander V. Smirnov, Tatiana Levashova, Andrew Ponomarev, Nikolay Shilov

IEEE Access, 2021

Interoperability and Self-Organization in Human-Machine Collective Intelligence.

Alexander V. Smirnov, Andrew Ponomarev

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Analytical Detection of a Mesh Vertex Being on the Inside of a Round Through-Hole.

Alexander V. Smirnov, Nikolay Shilov, Andrew Ponomarev, Thilo Streichert, Silvia Gramling, Thomas Streich

Proceedings of the Product Lifecycle Management. Green and Blue Technologies to Support Smart and Sustainable Organizations, 2021

Driver Identification with OBD-II Public Data.

Kirill Uvarov, Andrew Ponomarev

Proceedings of the 28th Conference of Open Innovations Association, 2021

Methods for Aggregating Crowdsourced Ontology-based Item Annotations.

Andrew Ponomarev

Proceedings of the 30th Conference of Open Innovations Association, 2021

Recommendation of Collaboration Patterns for Human-Machine Collective Intelligence.

Alexander V. Smirnov, Andrew Ponomarev

Proceedings of the 29th Conference of Open Innovations Association, 2021

Methodology for Multi-aspect Ontology Development - Use Case of DSS Based on Human-Machine Collective Intelligence.

Alexander V. Smirnov, Tatiana Levashova, Andrew Ponomarev, Nikolay Shilov

Proceedings of the Decision Support Systems XI: Decision Support Systems, Analytics and Technologies in Response to Global Crisis Management, 2021

Aggregation of Crowdsourced Ontology-Based Item Descriptions by Hierarchical Voting.

Andrew Ponomarev

Proceedings of the 2nd Crowd Science Workshop: Trust, 2021

Stimulating Self-Organization in Human-Machine Collective Intelligence Environment.

Alexander V. Smirnov, Andrew Ponomarev

Proceedings of the IEEE Conference on Cognitive and Computational Aspects of Situation Management, 2021

2020

In-Vehicle Situation Monitoring for Potential Threats Detection Based on Smartphone Sensors.

Alexey M. Kashevnik, Andrew Ponomarev, Nikolay Shilov, Andrey Chechulin

Sensors, 2020

Improving Search Quality in Crowdsourced Bib Number Tagging Systems Using Data Fusion.

Andrew Ponomarev

Inf., 2020

Validating Results of 3D Finite Element Simulation for Mechanical Stress Evaluation using Machine Learning Techniques.

Alexander V. Smirnov, Nikolay Shilov, Andrew Ponomarev, Thilo Streichert, Silvia Gramling, Thomas Streich

Proceedings of the International Conference on Innovative Intelligent Industrial Production and Logistics, 2020

Context-aware Knowledge Management for Socio-Cyber-Physical Systems: New Trends towards Human-machine Collective Intelligence.

Alexander V. Smirnov, Nikolay Shilov, Andrew Ponomarev

Proceedings of the 12th International Joint Conference on Knowledge Discovery, 2020

Human-Machine Collective Intelligence Environment for Decision Support: Conceptual and Technological Design.

Alexander V. Smirnov, Andrew Ponomarev

Proceedings of the 27th Conference of Open Innovations Association, 2020

Human-Computer Threats Classification in Intelligent Transportation Systems.

Alexey M. Kashevnik, Andrew Ponomarev, Andrei Krasov

Proceedings of the 26th Conference of Open Innovations Association, 2020

2019

Decision Support Based on Human-Machine Collective Intelligence: Major Challenges.

Alexander V. Smirnov, Andrew Ponomarev

Proceedings of the Internet of Things, Smart Spaces, and Next Generation Networks and Systems, 2019

Human-Machine Collective Intelligence for Decision Support: Semantic Interoperability Based on Multi-Aspect Ontologies.

Alexander V. Smirnov, Tatiana Levashova, Nikolay Shilov, Andrew Ponomarev

Proceedings of the Joint Ontology Workshops 2019 Episode V: The Styrian Autumn of Ontology, 2019

Multi-aspect Ontology for Interoperability in Human-machine Collective Intelligence Systems for Decision Support.

Alexander V. Smirnov, Tatiana Levashova, Nikolay Shilov, Andrew Ponomarev

Proceedings of the 11th International Joint Conference on Knowledge Discovery, 2019

Human-Machine Collective Intelligence Environment for Adaptive Decision Support.

Alexander V. Smirnov, Andrew Ponomarev

Proceedings of the 25th Conference of Open Innovations Association, 2019

Adaptation and Personalization in Driver Assistance Systems.

Andrew Ponomarev, Anastasiia Chernysheva

Proceedings of the 24th Conference of Open Innovations Association, 2019

Enactable Electronic Contracts in E-Commerce: Models, Technologies and Architectures.

Anna Burunova, Andrew Ponomarev, Nikolay Teslya

Proceedings of the 24th Conference of Open Innovations Association, 2019

Human-Computer Cloud: Application Platform and Dynamic Decision Support.

Alexander V. Smirnov, Nikolay Shilov, Andrew Ponomarev, Maksim Schekotov

Proceedings of the 9th International Conference on Cloud Computing and Services Science, 2019

Human-Computer Systems for Decision Support: From Cloud to Self-organizing Environments.

Alexander V. Smirnov, Nikolay Shilov, Andrew Ponomarev

Proceedings of the Cloud Computing and Services Science - 9th International Conference, 2019

2018

Ontology-Based Human-Computer Cloud for Decision Support: Architecture and Applications in Tourism.

Alexander V. Smirnov, Andrew Ponomarev, Nikolay Shilov, Alexey M. Kashevnik, Nikolay Teslya

Int. J. Embed. Real Time Commun. Syst., 2018

Profiling Contributors in the Human-Computer Cloud.

Alexander V. Smirnov, Nikolay Teslya, Andrew Ponomarev, Alexey M. Kashevnik

Proceedings of the 2018 IEEE International Conference on Smart Computing, 2018

Decision Support Service Based on Dynamic Resource Network Configuration in Human-Computer Cloud.

Alexander V. Smirnov, Maksim Shchekotov, Nikolay Shilov, Andrew Ponomarev

Proceedings of the 23rd Conference of Open Innovations Association, 2018

Leveraging Human-Computer Cloud Architecture for Business Trip Resilience.

Alexander V. Smirnov, Andrew Ponomarev

Proceedings of the Joint Proceedings of the BIR 2018 Short Papers, 2018

2017

Context-based infomobility system for cultural heritage recommendation: Tourist Assistant - TAIS.

Alexander V. Smirnov, Alexey M. Kashevnik, Andrew Ponomarev

Pers. Ubiquitous Comput., 2017

Cyber-physical infomobility for tourism application.

Alexander V. Smirnov, Nikolay Shilov, Alexey M. Kashevnik, Andrew Ponomarev

Int. J. Inf. Technol. Manag., 2017

Community Photo Tagging: Engagement and Quality Study.

Andrew Ponomarev

Proceedings of the 2017 ACM on Web Science Conference, 2017

Platform-as-a-Service for Human-Based Applications: Ontology-Driven Approach.

Alexander V. Smirnov, Andrew Ponomarev, Tatiana Levashova, Nikolay Shilov

Proceedings of the 2017 IEEE 7th International Symposium on Cloud and Service Computing, 2017

Context-Aware Decision Support in Socio-Cyberphysical Systems: From Smart Space-Based Applications to Human-Computer Cloud Services.

Alexander V. Smirnov, Alexey M. Kashevnik, Andrew Ponomarev, Nikolay Shilov

Proceedings of the Advances in Practical Applications of Cyber-Physical Multi-Agent Systems: The PAAMS Collection, 2017

Ontology-based cloud platform for human-driven applications.

Alexander V. Smirnov, Andrew Ponomarev, Tatiana Levashova, Nikolay Shilov

Proceedings of the 21st Conference of Open Innovations Association, 2017

Human-Computer Cloud for Smart Cities: Tourist Itinerary Planning Case Study.

Alexander V. Smirnov, Andrew Ponomarev, Nikolay Teslya, Nikolay Shilov

Proceedings of the Business Information Systems Workshops, 2017

2016

Decision support in tourism based on human-computer cloud.

Alexander V. Smirnov, Andrew Ponomarev, Tatiana Levashova, Nikolay Teslya

Proceedings of the 18th International Conference on Information Integration and Web-based Applications and Services, 2016

Multi-model Service for Recommending Tourist Attractions.

Alexander V. Smirnov, Andrew Ponomarev, Alexey M. Kashevnik

Proceedings of the Enterprise Information Systems - 18th International Conference, 2016

Tourist Attraction Recommendation Service: An Approach, Architecture and Case Study.

Alexander V. Smirnov, Andrew Ponomarev, Alexey M. Kashevnik

Proceedings of the ICEIS 2016, 2016

Smart tourism destination support scenario based on human-computer cloud.

Nikolay Teslya, Andrew Ponomarev

Proceedings of the 19th Conference of Open Innovations Association, 2016

Human-computer cloud for decision support in tourism: Approach and architecture.

Alexander V. Smirnov, Andrew Ponomarev, Tatiana Levashova, Nikolay Teslya

Proceedings of the 19th Conference of Open Innovations Association, 2016

Recommending tourist locations based on data from photo sharing service: Method and algorithm.

Andrew Ponomarev

Proceedings of the 18th Conference of Open Innovations Association and Seminar on Information Security and Protection of Information Technology, 2016

Crowdsourcing in Business Process Outsourcing: An Exploratory Study on Factors Influencing Decision Making.

Kurt Sandkuhl, Alexander V. Smirnov, Andrew Ponomarev

Proceedings of the Perspectives in Business Informatics Research, 2016

2015

Technical Perspective on Using Information Demand Pattern in a Collaborative Recommendation System for Improving E-Mail Communication.

Dirk Stamer, Andrew Ponomarev, Nikolay Shilov, Alexander V. Smirnov

Complex Syst. Informatics Model. Q., 2015

Application for e-Tourism: Intelligent Mobile Tourist Guide.

Alexander V. Smirnov, Alexey M. Kashevnik, Andrew Ponomarev, Maksim Shchekotov, Kirill A. Kulakov

Proceedings of the IIAI 4th International Congress on Advanced Applied Informatics, 2015

Crowd Computing Framework for Geoinformation Tasks.

Alexander V. Smirnov, Andrew Ponomarev

Proceedings of the Information Fusion and Geographic Information Systems, 2015

Locality-Sensitive Hashing for Distributed Privacy-Preserving Collaborative Filtering: An Approach and System Architecture.

Alexander V. Smirnov, Andrew Ponomarev

Proceedings of the Enterprise Information Systems - 17th International Conference, 2015

Privacy-preserving Hybrid Peer-to-Peer Recommendation System Architecture - Locality-Sensitive Hashing in Structured Overlay Network.

Alexander V. Smirnov, Andrew Ponomarev

Proceedings of the ICEIS 2015, 2015

Verification-enabling interaction model for services in smart space: a TAIS case.

Andrew Ponomarev, Vladimir Parfenov

Proceedings of the 17th Conference of Open Innovations Association FRUCT, 2015

Exploring Requirements for Multipurpose Crowd Computing Framework.

Alexander V. Smirnov, Andrew Ponomarev

Proceedings of the Advances in Service-Oriented and Cloud Computing, 2015

2014

Smart Space-Based in-Vehicle Application for e-Tourism - Technological Framework and Implementation for Ford SYNC.

Alexander V. Smirnov, Alexey M. Kashevnik, Nikolay Shilov, Andrew Ponomarev

Proceedings of the Internet of Things, Smart Spaces, and Next Generation Networks and Systems, 2014

Smart Space-Based Tourist Recommendation System - Application for Mobile Devices.

Alexander V. Smirnov, Alexey M. Kashevnik, Andrew Ponomarev, Nikolay Teslya, Maksim Shchekotov, Sergey I. Balandin

Proceedings of the Internet of Things, Smart Spaces, and Next Generation Networks and Systems, 2014

Location-based on-board system for e-tourism: Implementation for Ford SYNC.

Alexander V. Smirnov, Alexey M. Kashevnik, Andrew Ponomarev, Nikolay Shilov

Proceedings of the International Conference on Connected Vehicles and Expo, 2014

A hybrid peer-to-peer recommendation system architecture based on locality-sensitive hashing.

Alexander V. Smirnov, Andrew Ponomarev

Proceedings of 15th Conference of Open Innovations Association FRUCT, 2014

Smart space-based intelligent mobile tourist guide: Service-based implementation.

Alexander V. Smirnov, Alexey M. Kashevnik, Andrew Ponomarev, Nikolay Shilov, Maksim Shchekotov, Nikolay Teslya

Proceedings of 15th Conference of Open Innovations Association FRUCT, 2014

Collaborative Recommendation System for Improved Information Logistics: Adaption of Information Demand Pattern in E-Mail Communication.

Dirk Stamer, Andrew Ponomarev, Kurt Sandkuhl, Nikolay Shilov, Alexander V. Smirnov

Proceedings of the 7th International Workshop on Information Logistics and Knowledge Supply co-located with 13th International Conference on Perspectives in Business Informatics Research, 2014

Proactive Recommendation System for m-Tourism Application.

Alexander V. Smirnov, Alexey M. Kashevnik, Andrew Ponomarev, Nikolay Shilov, Nikolay Teslya

Proceedings of the Perspectives in Business Informatics Research, 2014

2013

Time Series Forecasting: Applications to the Upstream Oil and Gas Supply Chain.

Leonid Sheremetov, Arturo González-Sánchez, Itzamá López-Yáñez, Andrew Ponomarev

Proceedings of the 7th IFAC Conference on Manufacturing Modelling, Management, and Control, 2013

Recommendation system for tourist attraction information service.

Alexander V. Smirnov, Alexey M. Kashevnik, Andrew Ponomarev, Nikolay Shilov, Maksim Shchekotov, Nikolay Teslya

Proceedings of the 14th Conference of Open Innovations Association FRUCT, 2013