| 2020 | ESANN | Unsupervised Latent Space Translation Network. | Magda Friedjungov, Daniel Vasata, Toms Chobola, Marcel Jirina |
| 2020 | ICCS | Missing Features Reconstruction Using a Wasserstein Generative Adversarial Imputation Network. | Magda Friedjungov, Daniel Vasata, Maksym Balatsko, Marcel Jirina |
| 2019 | ICCS | Missing Features Reconstruction and Its Impact on Classification Accuracy. | Magda Friedjungov, Marcel Jirina, Daniel Vasata |
| 2017 | DATA | Asymmetric Heterogeneous Transfer Learning: A Survey. | Magda Friedjungov, Marcel Jirina |
| 2017 | DATA | An Overview of Transfer Learning Focused on Asymmetric Heterogeneous Approaches. | Magda Friedjungov, Marcel Jirina |
| 2010 | ISDA | Using singularity exponent in distance based classifier. | Marcel Jirina, Marcel Jirina Jr. |
| 2009 | UC | Cloning for Heteroscedasticity Elimination in GMDH Learning Procedure. | Marcel Jirina, Marcel Jirina Jr. |
| 2008 | ICANN | Correlation Integral Decomposition for Classification. | Marcel Jirina, Marcel Jirina Jr. |
| 2005 | SOFSEM | Feature Selection by Reordering. | Marcel Jirina, Marcel Jirina Jr. |
| 2004 | ESANN | Dimensionality reduction and classification using the distribution mapping exponent. | Marcel Jirina |
| 2004 | SOFSEM | Features of Neighbors Spaces. | Marcel Jirina, Marcel Jirina Jr. |
| 2001 | ICIP | Moving object tracking in the sequence of images acquired from non-stationary camera. | J. Stepan, Marcel Jirina |
| 1977 | WSC | Simulation of multiprocessor computer with local memories. | Marcel Jirina |