| Real-time AI-driven fall detection method for occupational health and safety A Danilenka, P Sowiński, K Rachwał, K Bogacka, A Dąbrowska, M Kobus, ... Electronics 12 (20), 4257, 2023 | 7 | 2023 |
| Frugal heart rate correction method for scalable health and safety monitoring in construction sites P Sowiński, K Rachwał, A Danilenka, K Bogacka, M Kobus, A Dąbrowska, ... Sensors 23 (14), 6464, 2023 | 5 | 2023 |
| Flexible deployment of machine learning inference pipelines in the cloud–edge–IoT continuum K Bogacka, P Sowiński, A Danilenka, FM Biot, ... Electronics 13 (10), 1888, 2024 | 2 | 2024 |
| Introducing Federated Learning into Internet of Things ecosystems–preliminary considerations K Bogacka, K Wasielewska-Michniewska, M Paprzycki, M Ganzha, ... 2022 IEEE 8th World Forum on Internet of Things (WF-IoT), 1-7, 2022 | 2 | 2022 |
| Decentralized Strategy for Artificial Intelligence in Distributed IoT Ecosystems: Federation in ASSIST-IoT E Garro, I Lacalle, K Bogacka, A Danilenka, K Wasielewska-Michniewska, ... Shaping the Future of IoT with Edge Intelligence: How Edge Computing Enables …, 2024 | 1 | 2024 |
| Diagnosing machine learning problems in federated learning systems: A case study K Bogacka, A Danilenka, K Wasielewska-Michniewska 2023 18th Conference on Computer Science and Intelligence Systems (FedCSIS …, 2023 | 1 | 2023 |
| Introducing Federated Learning into Internet of Things Ecosystems–Maintaining Cooperation Between Competing Parties K Bogacka, A Danilenka, K Wasielewska-Michniewska, M Paprzycki, ... International Conference on Big Data Analytics, 53-69, 2022 | 1 | 2022 |
| ReReLRP-Remembering and Recognizing Tasks with LRP K Bogacka, M Höfler, M Ganzha, W Samek, K Wasielewska-Michniewska arXiv preprint arXiv:2502.10789, 2025 | | 2025 |
| Gradient Scale Monitoring for Federated Learning Systems K Bogacka, A Danilenka, K Wasielewska-Michniewska Journal of Automation, Mobile Robotics and Intelligent Systems, 14-27, 2024 | | 2024 |
| One-shot federated learning with self-adversarial data A Danilenka, K Bogacka, K Wasielewska-Michniewska 2023 18th Conference on Computer Science and Intelligence Systems (FedCSIS …, 2023 | | 2023 |
