| 2019 | IWANN | A Neural Network-Based Approach to Sensor and Actuator Fault-Tolerant Control. | Marcin Pazera, Marcin Mrugalski, Marcin Witczak, Mariusz Buciakowski |
| 2017 | IWANN | Neural Network-Based Simultaneous Estimation of Actuator and Sensor Faults. | Marcin Pazera, Marcin Witczak, Marcin Mrugalski |
| 2017 | MMAR | Simultaneous estimation of multiple actuator anc sensor faults for Takagi-Sugeno fuzzy systems. | Marcin Pazera, Marcin Witczak, Mariusz Buciakowski, Marcin Mrugalski |
| 2015 | IWANN | A Neural-Network-Based Robust Observer for Simultaneous Unknown Input Decoupling and Fault Estimation. | Piotr Witczak, Marcin Mrugalski, Krzysztof Patan, Marcin Witczak |
| 2014 | MMAR | An H∞ approach to fault estimation of non-linear systems: Application to one-link manipulator. | Marcin Witczak, Mariusz Buciakowski, Marcin Mrugalski |
| 2013 | ICAISC | Designing of State-Space Neural Model and Its Application to Robust Fault Detection. | Marcin Mrugalski |
| 2013 | IWANN | Robust Sensor and Actuator Fault Diagnosis with GMDH Neural Networks. | Marcin Witczak, Marcin Mrugalski, Jzef Korbicz |
| 2013 | MMAR | Robust unknown input filter for fault diagnosis of non-linear systems. | Marcin Mrugalski, Marcin Witczak |
| 2011 | MMAR | An unscented Kalman filter approach to designing GMDH neural networks: Application to the tunnel furnace. | Marcel Luzar, Marcin Mrugalski, Marcin Witczak, Jzef Korbicz |
| 2004 | ICAISC | Confidence Estimation of GMDH Neural Networks. | Jzef Korbicz, Mihai F. Metenidis, Marcin Mrugalski, Marcin Witczak |