| 2025 | MMAR | Comprehensive Quantitative Evaluation of the Performance and Trustworthiness of Deep Learning Models - Skin Lesion Classification Case Study. | Krystian Brzozowski, Jakub Buler, Rafal Buler, Michal Grochowski |
| 2025 | MMAR | Multi-Head Attention Multiple Instance Learning Deep Neural Classifier Enhanced with Model Uncertainty Quantification. | Jakub Buler, Rafal Buler, Krystian Brzozowski, Michal Grochowski |
| 2023 | MMAR | Interpretable deep learning approach for classification of breast cancer - a comparative analysis of multiple instance learning models. | Jakub Buler, Rafal Buler, Maciej Bobowicz, Maria Ferlin, Marlena Rygusik, Arkadiusz Kwasigroch, Michal Grochowski |
| 2020 | ICAISC | Explainable AI for Inspecting Adversarial Attacks on Deep Neural Networks. | Zuzanna Klawikowska, Agnieszka Mikolajczyk, Michal Grochowski |
| 2019 | MMAR | Deep neural network architecture search using network morphism. | Arkadiusz Kwasigroch, Michal Grochowski, Mateusz Mikolajczyk |
| 2019 | MMAR | Style transfer-based image synthesis as an efficient regularization technique in deep learning. | Agnieszka Mikolajczyk, Michal Grochowski |
| 2018 | MMAR | Optimal Selection of Input Features and an Acompanying Neural Network Structure for the Classification Purposes - Skin Lesions Case Study. | Agnieszka Mikolajczyk, Michal Grochowski, Arkadiusz Kwasigroch |
| 2017 | MMAR | Deep neural networks approach to skin lesions classification - A comparative analysis. | Arkadiusz Kwasigroch, Agnieszka Mikolajczyk, Michal Grochowski |
| 2016 | MMAR | Supervised model predictive control of wastewater treatment plant. | Michal Grochowski, Tomasz A. Rutkowski |
| 2016 | MMAR | Evolving neural network as a decision support system - Controller for a game of "2048" case study. | Arkadiusz Kwasigroch, Michal Grochowski |
| 2015 | MMAR | Optimising approach to designing kernel PCA model for diagnosis purposes with and without a priori known data reflecting faulty states. | Michal Grochowski, Maciej Matczak, Michal Sokolowski |
| 2015 | MMAR | Pipeline system for heat transportation from nuclear power plant - An optimizing approach. | Piotr Hirsch, Michal Grochowski, Kazimierz Duzinkiewicz |
| 2011 | ICCCI | Kernel PCA in Application to Leakage Detection in Drinking Water Distribution System. | Adam Nowicki, Michal Grochowski |