| Controlling a bias of a machine learning module background LG Cmielowski, S Kucharczyk, D Laczak, DJ Ryszka US Patent App. 17/450,694, 2023 | 1 | 2023 |
| Constrained Hybrid Metaheuristic Algorithm for Probabilistic Neural Networks Learning PA Kowalski, S Kucharczyk arXiv preprint arXiv:2501.15661, 2025 | | 2025 |
| Security vulnerability constraints for machine learning systems LG Cmielowski, DJ Ryszka, D Laczak, S Kucharczyk US Patent App. 18/455,661, 2025 | | 2025 |
| Exploration of metaheuristic approaches for tuning internal parameters in probabilistic neural networks S Kucharczyk, PA Kowalski PP-RAI'2024 Progress in Polish Artificial Intelligence 5, 133-140, 2024 | | 2024 |
| Testing a machine learning model DJ Ryszka, LG Cmielowski, J Soltysik, S Kucharczyk US Patent App. 18/187,069, 2024 | | 2024 |
| Data-analysis-based consolidation of process pipelines LG Cmielowski, S Kucharczyk, DJ Ryszka, W Sobala US Patent App. 18/149,227, 2024 | | 2024 |
| Selection of a machine learning model LG Cmielowski, S Kucharczyk, DJ Ryszka, T Parnell US Patent App. 17/358,505, 2022 | | 2022 |
| Training machine learning models LG Cmielowski, S Kucharczyk, KA Kate, DJ Ryszka US Patent App. 17/346,760, 2022 | | 2022 |
| Bias reduction during artifical intelligence module training LG Cmielowski, S Kucharczyk, M Hirzel, D Laczak US Patent App. 17/303,732, 2022 | | 2022 |
| Simulated Annealing and Bacterial Forag-ing for Probabilistic Neural Network pa-rameters adjustment S Kucharczyk, PA Kowalski BOOK OF ABSTRACTS, 56, 0 | | |
| Voice analysis as a method of characterization and biometric identification S Kucharczyk | | |
