| 2026 | ICAART | Ontology-Guided Hierarchical Preference Elicitation with Bayesian Active Querying. | Anton Agafonov, Andrew Ponomarev, Alexander Smirnov |
| 2025 | IC3K | LLM-Assisted Augmented Intelligence for Context-Aware Decision Support: Current Trends and Integrated Approach. | Alexander V. Smirnov, Andrew Ponomarev, Nikolay Shilov, Tatiana Levashova |
| 2025 | IJCCI | Analysis of Strategies for Interacting with Large Language Models in Meeting Time Optimization. | Anton Agafonov, Andrew Ponomarev |
| 2024 | CHIRA | User Perception of Ontology-Based Explanations of AI Models. | Anton Agafonov, Andrew Ponomarev, Alexander V. Smirnov |
| 2024 | HCI | Ontology-Based Explanations of Neural Networks: A User Perspective. | Andrew Ponomarev, Anton Agafonov |
| 2024 | ICPR | A Simple Heuristic for Controlling Human Workload in Learning to Defer. | Andrew Ponomarev |
| 2023 | CHIRA | Towards a Methodology for Developing Human-AI Collaborative Decision Support Systems. | Alexander V. Smirnov, Andrew Ponomarev, Tatiana Levashova |
| 2023 | FRUCT | RevelioNN: Retrospective Extraction of Visual and Logical Insights for Ontology-Based Interpretation of Neural Networks. | Anton Agafonov, Andrew Ponomarev |
| 2022 | FRUCT | Ontology Concept Extraction Algorithm for Deep Neural Networks. | Andrew Ponomarev, Anton Agafonov |
| 2022 | FRUCT | Maintaining Vehicle Driver's State Using Personalized Interventions. | Kirill Uvarov, Andrew Ponomarev |
| 2022 | ICMLA | Using Contextual Bandits for Maintaining Driver's Alertness via Personalized Interventions. | Andrew Ponomarev |
| 2022 | ICMLA | Ontology-Based Post-Hoc Explanations via Simultaneous Concept Extraction. | Andrew Ponomarev, Anton Agafonov |
| 2021 | CogSIMA | Stimulating Self-Organization in Human-Machine Collective Intelligence Environment. | Alexander V. Smirnov, Andrew Ponomarev |
| 2021 | FRUCT | Recommendation of Collaboration Patterns for Human-Machine Collective Intelligence. | Alexander V. Smirnov, Andrew Ponomarev |
| 2021 | FRUCT | Methods for Aggregating Crowdsourced Ontology-based Item Annotations. | Andrew Ponomarev |
| 2021 | FRUCT | Driver Identification with OBD-II Public Data. | Kirill Uvarov, Andrew Ponomarev |
| 2021 | SMC | Interoperability and Self-Organization in Human-Machine Collective Intelligence. | Alexander V. Smirnov, Andrew Ponomarev |
| 2020 | FRUCT | Human-Computer Threats Classification in Intelligent Transportation Systems. | Alexey M. Kashevnik, Andrew Ponomarev, Andrei Krasov |
| 2020 | FRUCT | Human-Machine Collective Intelligence Environment for Decision Support: Conceptual and Technological Design. | Alexander V. Smirnov, Andrew Ponomarev |
| 2020 | IC3K | Context-aware Knowledge Management for Socio-Cyber-Physical Systems: New Trends towards Human-machine Collective Intelligence. | Alexander V. Smirnov, Nikolay Shilov, Andrew Ponomarev |
| 2019 | CLOSER | Human-Computer Systems for Decision Support: From Cloud to Self-organizing Environments. | Alexander V. Smirnov, Nikolay Shilov, Andrew Ponomarev |
| 2019 | CLOSER | Human-Computer Cloud: Application Platform and Dynamic Decision Support. | Alexander V. Smirnov, Nikolay Shilov, Andrew Ponomarev, Maksim Schekotov |
| 2019 | FRUCT | Enactable Electronic Contracts in E-Commerce: Models, Technologies and Architectures. | Anna Burunova, Andrew Ponomarev, Nikolay Teslya |
| 2019 | FRUCT | Adaptation and Personalization in Driver Assistance Systems. | Andrew Ponomarev, Anastasiia Chernysheva |
| 2019 | FRUCT | Human-Machine Collective Intelligence Environment for Adaptive Decision Support. | Alexander V. Smirnov, Andrew Ponomarev |
| 2019 | IC3K | Multi-aspect Ontology for Interoperability in Human-machine Collective Intelligence Systems for Decision Support. | Alexander V. Smirnov, Tatiana Levashova, Nikolay Shilov, Andrew Ponomarev |
| 2018 | FRUCT | Decision Support Service Based on Dynamic Resource Network Configuration in Human-Computer Cloud. | Alexander V. Smirnov, Maksim Shchekotov, Nikolay Shilov, Andrew Ponomarev |
| 2018 | SmartComp | Profiling Contributors in the Human-Computer Cloud. | Alexander V. Smirnov, Nikolay Teslya, Andrew Ponomarev, Alexey M. Kashevnik |
| 2017 | FRUCT | Ontology-based cloud platform for human-driven applications. | Alexander V. Smirnov, Andrew Ponomarev, Tatiana Levashova, Nikolay Shilov |
| 2017 | PAAMS | 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 |
| 2016 | FRUCT | Recommending tourist locations based on data from photo sharing service: Method and algorithm. | Andrew Ponomarev |
| 2016 | FRUCT | Human-computer cloud for decision support in tourism: Approach and architecture. | Alexander V. Smirnov, Andrew Ponomarev, Tatiana Levashova, Nikolay Teslya |
| 2016 | FRUCT | Smart tourism destination support scenario based on human-computer cloud. | Nikolay Teslya, Andrew Ponomarev |
| 2016 | IIWAS | Decision support in tourism based on human-computer cloud. | Alexander V. Smirnov, Andrew Ponomarev, Tatiana Levashova, Nikolay Teslya |
| 2015 | FRUCT | Verification-enabling interaction model for services in smart space: a TAIS case. | Andrew Ponomarev, Vladimir Parfenov |
| 2014 | FRUCT | Smart space-based intelligent mobile tourist guide: Service-based implementation. | Alexander V. Smirnov, Alexey M. Kashevnik, Andrew Ponomarev, Nikolay Shilov, Maksim Shchekotov, Nikolay Teslya |
| 2014 | FRUCT | A hybrid peer-to-peer recommendation system architecture based on locality-sensitive hashing. | Alexander V. Smirnov, Andrew Ponomarev |
| 2013 | FRUCT | Recommendation system for tourist attraction information service. | Alexander V. Smirnov, Alexey M. Kashevnik, Andrew Ponomarev, Nikolay Shilov, Maksim Shchekotov, Nikolay Teslya |