| 2021 | ESANN | Correlated Weights Neural Layer with external control. | Slawomir Golak |
| 2021 | PRICAI | Nonlinear Parametric Transformation and Generation of Images Based on a Network with the CWNL Layer. | Slawomir Golak |
| 2018 | FedCSIS | Data Compression Measures for Meta-Learning Systems. | Marcin Blachnik, Miroslaw Kordos, Slawomir Golak |
| 2018 | ICANN | New Architecture of Correlated Weights Neural Network for Global Image Transformations. | Slawomir Golak, Anna Jama, Marcin Blachnik, Tadeusz Wieczorek |
| 2012 | HAIS | Combining the Advantages of Neural Networks and Decision Trees for Regression Problems in a Steel Temperature Prediction System. | Miroslaw Kordos, Piotr Kania, Pawel Budzyna, Marcin Blachnik, Tadeusz Wieczorek, Slawomir Golak |
| 2012 | HAIS | Evolutionary Optimized Forest of Regression Trees: Application in Metallurgy. | Miroslaw Kordos, Jerzy Piotrowski, Szymon Bialka, Marcin Blachnik, Slawomir Golak, Tadeusz Wieczorek |
| 2012 | ICAISC | Selecting Representative Prototypes for Prediction the Oxygen Activity in Electric Arc Furnace. | Marcin Blachnik, Miroslaw Kordos, Tadeusz Wieczorek, Slawomir Golak |
| 2011 | ICCCI | Neural Network Committees Optimized with Evolutionary Methods for Steel Temperature Control. | Miroslaw Kordos, Marcin Blachnik, Tadeusz Wieczorek, Slawomir Golak |
| 2011 | ISNN | Application of Neural Network for the Prediction of Eco-efficiency. | Slawomir Golak, Dorota Burchart-Korol, Krystyna Czaplicka-Kolarz, Tadeusz Wieczorek |
| 2007 | ICANN | A MLP Solver for First and Second Order Partial Differential Equations. | Slawomir Golak |
| 2005 | ICANN | Induced Weights Artificial Neural Network. | Slawomir Golak |